File: magma_smgenerator.cpp

package info (click to toggle)
magma 2.9.0%2Bds-2
  • links: PTS, VCS
  • area: contrib
  • in suites: trixie
  • size: 83,212 kB
  • sloc: cpp: 709,115; fortran: 121,916; ansic: 32,343; python: 25,603; f90: 15,208; makefile: 942; xml: 253; csh: 232; sh: 203; perl: 104
file content (348 lines) | stat: -rw-r--r-- 9,710 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
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
/*
    -- MAGMA (version 2.9.0) --
       Univ. of Tennessee, Knoxville
       Univ. of California, Berkeley
       Univ. of Colorado, Denver
       @date January 2025

       @generated from sparse/control/magma_zmgenerator.cpp, normal z -> s, Wed Jan 22 14:42:25 2025
       @author Hartwig Anzt
*/
#include "magmasparse_internal.h"


/**
    Purpose
    -------

    Generate a symmetric n x n CSR matrix for a stencil.

    Arguments
    ---------

    @param[in]
    n           magma_int_t
                number of rows

    @param[in]
    offdiags    magma_int_t
                number of offdiagonals

    @param[in]
    diag_offset magma_int_t*
                array containing the offsets

                                                (length offsets+1)
    @param[in]
    diag_vals   float*
                array containing the values

                                                (length offsets+1)
    @param[out]
    A           magma_s_matrix*
                matrix to generate
    @param[in]
    queue       magma_queue_t
                Queue to execute in.

    @ingroup magmasparse_saux
    ********************************************************************/

extern "C"
magma_int_t
magma_smgenerator(
    magma_int_t n,
    magma_int_t offdiags,
    magma_index_t *diag_offset,
    float *diag_vals,
    magma_s_matrix *A,
    magma_queue_t queue )
{
    magma_int_t info = 0;
    
    magma_s_matrix B={Magma_CSR};
    
    B.val = NULL;
    B.col = NULL;
    B.row = NULL;
    B.rowidx = NULL;
    B.blockinfo = NULL;
    B.diag = NULL;
    B.dval = NULL;
    B.dcol = NULL;
    B.drow = NULL;
    B.drowidx = NULL;
    B.ddiag = NULL;
    B.list = NULL;
    B.dlist = NULL;
    
    B.num_rows = n;
    B.num_cols = n;
    B.fill_mode = MagmaFull;
    B.memory_location = Magma_CPU;
    B.storage_type = Magma_ELLPACKT;
    B.max_nnz_row = (2*offdiags+1);

    CHECK( magma_smalloc_cpu( &B.val, B.max_nnz_row*n ));
    CHECK( magma_index_malloc_cpu( &B.col, B.max_nnz_row*n ));
    
    for( int i=0; i<n; i++ ) { // stride over rows
        // stride over the number of nonzeros in each row
        // left of diagonal
        for( int j=0; j<offdiags; j++ ) {
            B.val[ i*B.max_nnz_row + j ] = diag_vals[ offdiags - j ];
            B.col[ i*B.max_nnz_row + j ] = -1 * diag_offset[ offdiags-j ] + i;
        }
        // elements on the diagonal
        B.val[ i*B.max_nnz_row + offdiags ] = diag_vals[ 0 ];
        B.col[ i*B.max_nnz_row + offdiags ] = i;
        // right of diagonal
        for( int j=0; j<offdiags; j++ ) {
            B.val[ i*B.max_nnz_row + j + offdiags +1 ] = diag_vals[ j+1 ];
            B.col[ i*B.max_nnz_row + j + offdiags +1 ] = diag_offset[ j+1 ] + i;
        }
    }

    // set invalid entries to zero
    for( int i=0; i<n; i++ ) { // stride over rows
        for( int j=0; j<B.max_nnz_row; j++ ) { // nonzeros in every row
            if ( (B.col[i*B.max_nnz_row + j] < 0) ||
                    (B.col[i*B.max_nnz_row + j] >= n) ) {
                B.val[ i*B.max_nnz_row + j ] = MAGMA_S_MAKE( 0.0, 0.0 );
            }
        }
    }

    B.nnz = 0;

    for( int i=0; i<n; i++ ) { // stride over rows
        for( int j=0; j<B.max_nnz_row; j++ ) { // nonzeros in every row
            if ( MAGMA_S_REAL( B.val[i*B.max_nnz_row + j]) != 0.0 )
                B.nnz++;
        }
    }
    B.true_nnz = B.nnz;
    // converting it to CSR will remove the invalit entries completely
    CHECK( magma_smconvert( B, A, Magma_ELLPACKT, Magma_CSR, queue ));

cleanup:
    if( info != 0 ){
        magma_smfree( &B, queue );
    }
    return info;
}




/**
    Purpose
    -------

    Generate a 27-point stencil for a 3D FD discretization.

    Arguments
    ---------

    @param[in]
    n           magma_int_t
                number of rows

    @param[out]
    A           magma_s_matrix*
                matrix to generate
    @param[in]
    queue       magma_queue_t
                Queue to execute in.

    @ingroup magmasparse_saux
    ********************************************************************/

extern "C"
magma_int_t
magma_sm_27stencil(
    magma_int_t n,
    magma_s_matrix *A,
    magma_queue_t queue )
{
    magma_int_t info = 0;
    
    magma_int_t i,j,k;
    magma_s_matrix hA={Magma_CSR};

    
    // generate matrix of desired structure and size (3d 27-point stencil)
    magma_int_t nn = n*n*n;
    magma_int_t offdiags = 13;
    magma_index_t *diag_offset=NULL;
    float *diag_vals=NULL;
    CHECK( magma_smalloc_cpu( &diag_vals, offdiags+1 ));
    CHECK( magma_index_malloc_cpu( &diag_offset, offdiags+1 ));

    diag_offset[0] = 0;
    diag_offset[1] = 1;
    diag_offset[2] = n-1;
    diag_offset[3] = n;
    diag_offset[4] = n+1;
    diag_offset[5] = n*n-n-1;
    diag_offset[6] = n*n-n;
    diag_offset[7] = n*n-n+1;
    diag_offset[8] = n*n-1;
    diag_offset[9] = n*n;
    diag_offset[10] = n*n+1;
    diag_offset[11] = n*n+n-1;
    diag_offset[12] = n*n+n;
    diag_offset[13] = n*n+n+1;

    diag_vals[0] = MAGMA_S_MAKE( 26.0, 0.0 );
    diag_vals[1] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[2] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[3] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[4] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[5] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[6] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[7] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[8] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[9] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[10] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[11] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[12] = MAGMA_S_MAKE( -1.0, 0.0 );
    diag_vals[13] = MAGMA_S_MAKE( -1.0, 0.0 );
    CHECK( magma_smgenerator( nn, offdiags, diag_offset, diag_vals, &hA, queue ));

    // now set some entries to zero (boundary...)
    for( i=0; i < n*n; i++ ) {
        for( j=0; j < n; j++ ) {
            magma_index_t row = i*n+j;
            for( k=hA.row[row]; k<hA.row[row+1]; k++) {
                if ((hA.col[k] == row-1 ||
                    hA.col[k] == row-n-1 ||
                    hA.col[k] == row+n-1 ||
                    hA.col[k] == row-n*n+n-1 ||
                    hA.col[k] == row+n*n-n-1 ||
                    hA.col[k] == row-n*n-1 ||
                    hA.col[k] == row+n*n-1 ||
                    hA.col[k] == row-n*n-n-1 ||
                    hA.col[k] == row+n*n+n-1 ) && (row+1)%n == 1 )
                        
                        hA.val[k] = MAGMA_S_MAKE( 0.0, 0.0 );
    
                if ((hA.col[k] == row+1 ||
                    hA.col[k] == row-n+1 ||
                    hA.col[k] == row+n+1 ||
                    hA.col[k] == row-n*n+n+1 ||
                    hA.col[k] == row+n*n-n+1 ||
                    hA.col[k] == row-n*n+1 ||
                    hA.col[k] == row+n*n+1 ||
                    hA.col[k] == row-n*n-n+1 ||
                    hA.col[k] == row+n*n+n+1 ) && (row)%n ==n-1 )
                        
                        hA.val[k] = MAGMA_S_MAKE( 0.0, 0.0 );
            }
        }
    }
    hA.true_nnz = hA.nnz;
    if (A->ownership) {
        magma_smfree( A, queue );
    }
    A->ownership = MagmaTrue;
    CHECK( magma_smconvert( hA, A, Magma_CSR, Magma_CSR, queue ));

cleanup:
    magma_free_cpu( diag_vals );
    magma_free_cpu( diag_offset );
    magma_smfree( &hA, queue );
    return info;
}



/**
    Purpose
    -------

    Generate a 5-point stencil for a 2D FD discretization.

    Arguments
    ---------

    @param[in]
    n           magma_int_t
                number of rows

    @param[out]
    A           magma_s_matrix*
                matrix to generate
    @param[in]
    queue       magma_queue_t
                Queue to execute in.

    @ingroup magmasparse_saux
    ********************************************************************/

extern "C"
magma_int_t
magma_sm_5stencil(
    magma_int_t n,
    magma_s_matrix *A,
    magma_queue_t queue )
{
    magma_int_t info = 0;
    
    magma_int_t i,j,k;
    magma_s_matrix hA={Magma_CSR};
    
    // generate matrix of desired structure and size (2d 5-point stencil)
    magma_int_t nn = n*n;
    magma_int_t offdiags = 2;
    magma_index_t *diag_offset=NULL;
    float *diag_vals=NULL;
    CHECK( magma_smalloc_cpu( &diag_vals, offdiags+1 ));
    CHECK( magma_index_malloc_cpu( &diag_offset, offdiags+1 ));
    
    magma_smfree( A, queue );
    A->ownership = MagmaTrue;
    diag_offset[0] = 0;
    diag_offset[1] = 1;
    diag_offset[2] = n;
    
    #define REAL
    
    #ifdef COMPLEX
        // real case
        diag_vals[0] = MAGMA_S_MAKE( 4.0, 4.0 );
        diag_vals[1] = MAGMA_S_MAKE( -1.0, -1.0 );
        diag_vals[2] = MAGMA_S_MAKE( -1.0, -1.0 );
        
    #else
        // real case
        diag_vals[0] = MAGMA_S_MAKE( 4.0, 0.0 );
        diag_vals[1] = MAGMA_S_MAKE( -1.0, 0.0 );
        diag_vals[2] = MAGMA_S_MAKE( -1.0, 0.0 );
    #endif
    CHECK( magma_smgenerator( nn, offdiags, diag_offset, diag_vals, &hA, queue ));

    // now set some entries to zero (boundary...)
    for( i=0; i<n; i++ ) {
        for( j=0; j<n; j++ ) {
            magma_index_t row = i*n+j;
            for( k=hA.row[row]; k<hA.row[row+1]; k++) {
                if ((hA.col[k] == row-1 ) && (row+1)%n == 1 )
                    hA.val[k] = MAGMA_S_MAKE( 0.0, 0.0 );
    
                if ((hA.col[k] == row+1 ) && (row)%n ==n-1 )
                    hA.val[k] = MAGMA_S_MAKE( 0.0, 0.0 );
            }
        }
    }

    CHECK( magma_smconvert( hA, A, Magma_CSR, Magma_CSR, queue ));
    magma_smcsrcompressor( A, queue );
    A->true_nnz = A->nnz;
    
cleanup:
    magma_free_cpu( diag_vals );
    magma_free_cpu( diag_offset );
    magma_smfree( &hA, queue );
    return info;
}