Changes between Initial Version and Version 1 of Blas Level 1

Timestamp:

08/20/15 12:43:52 (9 years ago)

Author:

fuji

Comment:

—

Blas Level 1

@@ +1 @@
+= Blas Level 1 =
+
+== C ==
+{{{#!c
+/*
+ Tulane HPC Workshop
+
+ Blas Level 1 : norm2 test
+ */
+#include<stdio.h>
+#include<stdlib.h>
+#include<math.h>
+#include<time.h>
+
+#ifdef __APPLE__
+#include <Accelerate/Accelerate.h>
+#else
+#ifdef MKL_ILP64
+#include <mkl.h>
+#include <mkl_cblas.h>
+#else
+#include <atlas/cblas.h>
+#endif
+#endif
+
+#ifdef _OPENMP
+#include <omp.h>
+#endif
+
+#define SIZE 50000000
+
+/* my norm2 */
+double mynorm2(int n, double *x) {
+        int i;
+        double nrm = 0.0;
+        for (i = 0; i < n; i++) {
+                nrm += x[i] * x[i];
+        }
+        return sqrt(nrm);
+}
+
+int main(int argc, char **argv) {
+        int i, n, m;
+        double *xvec;
+        double nrm;
+#ifdef _OPENMP
+        double tsomp, teomp;
+#endif
+        clock_t ts, te;
+
+
+        /* alloc vector and setting */
+#ifdef MKL_ILP64
+        xvec = (double *)mkl_malloc(SIZE * sizeof(double),64);
+#else
+        xvec = (double *)calloc(SIZE, sizeof(double));
+#endif
+        if (xvec == NULL)
+                exit(-1);
+        for (i = 0; i < SIZE; i++)
+                xvec[i] = (double) (i % 100) / 50.0;
+
+        /* call my norm 2*/
+        ts = clock();
+        nrm = mynorm2(SIZE, xvec);
+        te = clock() ;
+        printf("  my norm |x|=%e time=%f (msec)\n", nrm, 1000.0 * (te - ts) / CLOCKS_PER_SEC);
+
+        /* call blas norm2 */
+#ifdef _OPENMP
+        tsomp = omp_get_wtime();
+#else
+        ts = clock();
+#endif
+
+        nrm = cblas_dnrm2(SIZE, xvec, 1);
+
+#ifdef _OPENMP
+        teomp = omp_get_wtime();
+        printf("blas norm |x|=%e time=%f (msec) threads=%d\n",nrm,1000.0 * (teomp - tsomp), omp_get_max_threads());
+#else
+        te = clock();
+        printf("blas norm |x|=%e time=%f (msec)\n",nrm,1000.0 * (te - ts) / CLOCKS_PER_SEC);
+#endif
+
+
+        /* cleanup */
+#ifdef MKL_ILP64
+        mkl_free(xvec);
+#else
+        free(xvec);
+#endif
+}
+}}}
+
+== C++ ==
+{{{#!c++
+//
+//  Tulane HPC Workshop
+//
+//  Blas Level 1 : norm2 test
+//
+
+#include <iostream>
+#include <cstdlib>
+#include <fstream>
+#include <iomanip>
+#include <algorithm>
+#include <cmath>
+#include <ctime>
+
+#ifdef __APPLE__
+#include <Accelerate/Accelerate.h>
+#else
+#ifdef MKL_ILP64
+#include <mkl.h>
+#include <mkl_cblas.h>
+#else
+extern "C" {
+#include <atlas/cblas.h>
+}
+#endif
+#endif
+
+#ifdef _OPENMP
+#include <omp.h>
+#endif
+
+/* my norm2 */
+double mynorm2(unsigned int n,double *x){
+  double nrm = 0.0;
+  for (unsigned int i = 0 ; i < n ; i++){
+    nrm +=  x[i] * x[i];
+  }
+  return std::sqrt(nrm);
+}
+
+int main(int argc, char **argv){
+        const unsigned int size= 50000000;
+        double nrm;
+
+        std::cout << std::setprecision(16);
+
+        /* alloc vector and setting */
+#ifdef MKL_ILP64
+        double *xvec = (double *)mkl_malloc(size * sizeof(double), 64);
+#else
+        double *xvec = new double[size];
+#endif
+        for (int i = 0 ; i < size ; i++) xvec[i] = (i % 100) / 50.0;
+
+#ifdef _OPENMP
+        double tsomp, teomp;
+#endif
+        clock_t ts, te;
+
+        /* call my norm 2*/
+        ts = std::clock();
+        nrm = mynorm2(size,xvec);
+        te = std::clock();
+        std::cout << "MY NORM=" << nrm << std::endl;
+        std::cout << "Time cost for my norm = " << 1000.0 * (te - ts) / CLOCKS_PER_SEC << "(msec)\n";
+
+        /* call blas norm2 */
+#ifdef _OPENMP
+        tsomp = omp_get_wtime();
+#else
+        ts = std::clock();
+#endif
+
+        nrm = cblas_dnrm2(size,xvec,1);
+        std::cout << "BLAS NORM=" << nrm << std::endl;
+
+#ifdef _OPENMP
+        teomp = omp_get_wtime();
+        std::cout << "Time cost for cblas norm = " << 1000.0 * (teomp - tsomp) << "(msec) Threads=" << omp_get_max_threads() << std::endl;
+#else
+        te = std::clock();
+        std::cout << "Time cost for cblas norm = " << 1000.0 * (te - ts) / CLOCKS_PER_SEC << "(msec)\n";
+#endif
+
+
+
+#ifdef MKL_ILP64
+        mkl_free(xvec);
+#else
+        delete [] xvec;
+#endif
+}
+}}}
+
+== Fortran ==
+{{{#!fortran
+!
+!
+! Blas Level 1 : norm2 test
+!
+!-------------------------------------
+! my norm2
+double precision function mynorm2(n,x)
+    implicit none
+    integer :: i, n
+    double precision :: x(n)
+    double precision :: nrm
+
+    nrm = 0.d0
+    do i = 1,n
+        nrm = nrm + x(i) * x(i)
+    end do
+
+    mynorm2 = sqrt(nrm)
+end function mynorm2
+!
+!
+program Blas1
+    use omp_lib           !Provides OpenMP* specific APIs
+    implicit none
+    integer, parameter:: SIZE = 50000000
+    integer :: i, n, m
+    double precision, allocatable, dimension(:) :: xvec
+    double precision :: nrm, ts, te
+    double precision :: dnrm2, mynorm2
+
+        ! alloc vector and setting
+        allocate(xvec(SIZE))
+        do i = 1,SIZE
+                xvec(i) = dble (mod(i,100)) / 50.0
+        end do
+
+        ! call my norm
+        ts = omp_get_wtime()
+        nrm = mynorm2(SIZE, xvec)
+        te = omp_get_wtime();
+        print*, "my norm |x|=",nrm, " time=", 1000.0 * (te - ts),"(msec)"
+
+        ! call blas norm2
+        ts = omp_get_wtime()
+        nrm = dnrm2(SIZE, xvec, 1)
+        te = omp_get_wtime()
+        print*, "blas norm |x|=",nrm, " time=", 1000.0 * (te - ts),"(msec)"
+
+        deallocate(xvec)
+end program Blas1
+}}}