File: testing_chegst_gpu.cpp

package info (click to toggle)
magma 2.9.0%2Bds-3
  • links: PTS, VCS
  • area: contrib
  • in suites: forky, sid
  • size: 83,556 kB
  • sloc: cpp: 709,115; fortran: 121,916; ansic: 32,343; python: 25,603; f90: 15,208; makefile: 945; xml: 253; csh: 232; sh: 203; perl: 104
file content (148 lines) | stat: -rw-r--r-- 5,553 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
/*
    -- MAGMA (version 2.9.0) --
       Univ. of Tennessee, Knoxville
       Univ. of California, Berkeley
       Univ. of Colorado, Denver
       @date January 2025

       @author Mark Gates

       @generated from testing/testing_zhegst_gpu.cpp, normal z -> c, Wed Jan 22 14:40:38 2025

*/

// includes, system
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <math.h>

// includes, project
#include "flops.h"
#include "magma_v2.h"
#include "magma_lapack.h"
#include "testings.h"

#define COMPLEX

/* ////////////////////////////////////////////////////////////////////////////
   -- Testing chegst
*/
int main( int argc, char** argv)
{
    TESTING_CHECK( magma_init() );
    magma_print_environment();
    
    // Constants
    const magmaFloatComplex c_neg_one = MAGMA_C_NEG_ONE;
    const magma_int_t ione = 1;

    // Local variables
    real_Double_t gpu_time, cpu_time;
    magmaFloatComplex *h_A, *h_B, *h_R;
    magmaFloatComplex_ptr d_A, d_B;
    float      Anorm, error, work[1];
    magma_int_t N, n2, lda, ldda, info;
    int status = 0;
    
    magma_opts opts;
    opts.matrix = "rand_dominant";  // default
    opts.parse_opts( argc, argv );
    opts.lapack |= opts.check;  // check (-c) implies lapack (-l)
    
    float tol = opts.tolerance * lapackf77_slamch("E");

    printf("%% uplo = %s\n", lapack_uplo_const(opts.uplo) );
    printf("%% itype   N   CPU time (sec)   GPU time (sec)   |R|     \n");
    printf("%%=======================================================\n");
    for( int itest = 0; itest < opts.ntest; ++itest ) {
        for( int iter = 0; iter < opts.niter; ++iter ) {
            N = opts.nsize[itest];
            lda    = N;
            ldda   = magma_roundup( lda, opts.align );
            n2     = N*lda;
            
            TESTING_CHECK( magma_cmalloc_cpu( &h_A,     lda*N ));
            TESTING_CHECK( magma_cmalloc_cpu( &h_B,     lda*N ));
            
            TESTING_CHECK( magma_cmalloc_pinned( &h_R,     lda*N ));
            
            TESTING_CHECK( magma_cmalloc( &d_A,     ldda*N ));
            TESTING_CHECK( magma_cmalloc( &d_B,     ldda*N ));
            
            /* ====================================================================
               Initialize the matrix
               =================================================================== */
            // todo: have different options for A and B
            magma_generate_matrix( opts, N, N, h_A, lda );
            magma_generate_matrix( opts, N, N, h_B, lda );
            magma_cpotrf( opts.uplo, N, h_B, lda, &info );
            if (info != 0) {
                printf("magma_cpotrf returned error %lld: %s.\n",
                       (long long) info, magma_strerror( info ));
            }
            
            magma_csetmatrix( N, N, h_A, lda, d_A, ldda, opts.queue );
            magma_csetmatrix( N, N, h_B, lda, d_B, ldda, opts.queue );
            
            /* ====================================================================
               Performs operation using MAGMA
               =================================================================== */
            gpu_time = magma_wtime();
            magma_chegst_gpu( opts.itype, opts.uplo, N, d_A, ldda, d_B, ldda, &info );
            gpu_time = magma_wtime() - gpu_time;
            if (info != 0) {
                printf("magma_chegst_gpu returned error %lld: %s.\n",
                       (long long) info, magma_strerror( info ));
            }
            
            /* =====================================================================
               Performs operation using LAPACK
               =================================================================== */
            if ( opts.lapack ) {
                cpu_time = magma_wtime();
                lapackf77_chegst( &opts.itype, lapack_uplo_const(opts.uplo),
                                  &N, h_A, &lda, h_B, &lda, &info );
                cpu_time = magma_wtime() - cpu_time;
                if (info != 0) {
                    printf("lapackf77_chegst returned error %lld: %s.\n",
                           (long long) info, magma_strerror( info ));
                }
                
                magma_cgetmatrix( N, N, d_A, ldda, h_R, lda, opts.queue );
                
                blasf77_caxpy( &n2, &c_neg_one, h_A, &ione, h_R, &ione );
                Anorm = safe_lapackf77_clanhe("f", lapack_uplo_const(opts.uplo), &N, h_A, &lda, work );
                error = safe_lapackf77_clanhe("f", lapack_uplo_const(opts.uplo), &N, h_R, &lda, work )
                      / Anorm;
                
                bool okay = (error < tol);
                status += ! okay;
                printf("%3lld   %5lld   %7.2f          %7.2f          %8.2e   %s\n",
                       (long long) opts.itype, (long long) N, cpu_time, gpu_time,
                       error, (okay ? "ok" : "failed"));
            }
            else {
                printf("%3lld   %5lld     ---            %7.2f\n",
                       (long long) opts.itype, (long long) N, gpu_time );
            }
            
            magma_free_cpu( h_A );
            magma_free_cpu( h_B );
            
            magma_free_pinned( h_R );
            
            magma_free( d_A );
            magma_free( d_B );
            
            fflush( stdout );
        }
        if ( opts.niter > 1 ) {
            printf( "\n" );
        }
    }

    opts.cleanup();
    TESTING_CHECK( magma_finalize() );
    return status;
}