xref: /petsc/src/mat/tests/ex75.c (revision 6a98f8dc3f2c9149905a87dc2e9d0fedaf64e09a)
1 
2 static char help[] = "Tests various routines in MatMPISBAIJ format.\n";
3 
4 #include <petscmat.h>
5 
6 int main(int argc,char **args)
7 {
8   Vec            x,y,u,s1,s2;
9   Mat            A,sA,sB;
10   PetscRandom    rctx;
11   PetscReal      r1,r2,rnorm,tol = PETSC_SQRT_MACHINE_EPSILON;
12   PetscScalar    one=1.0, neg_one=-1.0, value[3], four=4.0,alpha=0.1;
13   PetscInt       n,col[3],n1,block,row,i,j,i2,j2,Ii,J,rstart,rend,bs=1,mbs=16,d_nz=3,o_nz=3,prob=2;
14   PetscErrorCode ierr;
15   PetscMPIInt    size,rank;
16   PetscBool      flg;
17   MatType        type;
18 
19   ierr = PetscInitialize(&argc,&args,(char*)0,help);if (ierr) return ierr;
20   ierr = PetscOptionsGetInt(NULL,NULL,"-mbs",&mbs,NULL);CHKERRQ(ierr);
21   ierr = PetscOptionsGetInt(NULL,NULL,"-bs",&bs,NULL);CHKERRQ(ierr);
22 
23   ierr = MPI_Comm_rank(PETSC_COMM_WORLD,&rank);CHKERRQ(ierr);
24   ierr = MPI_Comm_size(PETSC_COMM_WORLD,&size);CHKERRQ(ierr);
25 
26   n = mbs*bs;
27 
28   /* Assemble MPISBAIJ matrix sA */
29   ierr = MatCreate(PETSC_COMM_WORLD,&sA);CHKERRQ(ierr);
30   ierr = MatSetSizes(sA,PETSC_DECIDE,PETSC_DECIDE,n,n);CHKERRQ(ierr);
31   ierr = MatSetType(sA,MATSBAIJ);CHKERRQ(ierr);
32   ierr = MatSetFromOptions(sA);CHKERRQ(ierr);
33   ierr = MatGetType(sA,&type);CHKERRQ(ierr);
34   ierr = MatMPISBAIJSetPreallocation(sA,bs,d_nz,NULL,o_nz,NULL);CHKERRQ(ierr);
35   ierr = MatSeqSBAIJSetPreallocation(sA,bs,d_nz,NULL);CHKERRQ(ierr);
36   ierr = MatSetOption(sA,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
37 
38   if (bs == 1) {
39     if (prob == 1) { /* tridiagonal matrix */
40       value[0] = -1.0; value[1] = 2.0; value[2] = -1.0;
41       for (i=1; i<n-1; i++) {
42         col[0] = i-1; col[1] = i; col[2] = i+1;
43         ierr   = MatSetValues(sA,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
44       }
45       i       = n - 1; col[0]=0; col[1] = n - 2; col[2] = n - 1;
46       value[0]= 0.1; value[1]=-1; value[2]=2;
47       ierr    = MatSetValues(sA,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
48 
49       i        = 0; col[0] = 0; col[1] = 1; col[2]=n-1;
50       value[0] = 2.0; value[1] = -1.0; value[2]=0.1;
51       ierr     = MatSetValues(sA,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
52     } else if (prob ==2) { /* matrix for the five point stencil */
53       n1 =  (int) PetscSqrtReal((PetscReal)n);
54       if (n1*n1 != n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_SIZ,"n must be a perfect square of n1");
55 
56       for (i=0; i<n1; i++) {
57         for (j=0; j<n1; j++) {
58           Ii = j + n1*i;
59           if (i>0)    {J = Ii - n1; ierr = MatSetValues(sA,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
60           if (i<n1-1) {J = Ii + n1; ierr = MatSetValues(sA,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
61           if (j>0)    {J = Ii - 1;  ierr = MatSetValues(sA,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
62           if (j<n1-1) {J = Ii + 1;  ierr = MatSetValues(sA,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
63           ierr = MatSetValues(sA,1,&Ii,1,&Ii,&four,INSERT_VALUES);CHKERRQ(ierr);
64         }
65       }
66     }
67     /* end of if (bs == 1) */
68   } else {  /* bs > 1 */
69     for (block=0; block<n/bs; block++) {
70       /* diagonal blocks */
71       value[0] = -1.0; value[1] = 4.0; value[2] = -1.0;
72       for (i=1+block*bs; i<bs-1+block*bs; i++) {
73         col[0] = i-1; col[1] = i; col[2] = i+1;
74         ierr   = MatSetValues(sA,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
75       }
76       i       = bs - 1+block*bs; col[0] = bs - 2+block*bs; col[1] = bs - 1+block*bs;
77       value[0]=-1.0; value[1]=4.0;
78       ierr    = MatSetValues(sA,1,&i,2,col,value,INSERT_VALUES);CHKERRQ(ierr);
79 
80       i       = 0+block*bs; col[0] = 0+block*bs; col[1] = 1+block*bs;
81       value[0]=4.0; value[1] = -1.0;
82       ierr    = MatSetValues(sA,1,&i,2,col,value,INSERT_VALUES);CHKERRQ(ierr);
83     }
84     /* off-diagonal blocks */
85     value[0]=-1.0;
86     for (i=0; i<(n/bs-1)*bs; i++) {
87       col[0]=i+bs;
88       ierr  = MatSetValues(sA,1,&i,1,col,value,INSERT_VALUES);CHKERRQ(ierr);
89       col[0]=i; row=i+bs;
90       ierr  = MatSetValues(sA,1,&row,1,col,value,INSERT_VALUES);CHKERRQ(ierr);
91     }
92   }
93   ierr = MatAssemblyBegin(sA,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
94   ierr = MatAssemblyEnd(sA,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
95 
96   /* Test MatView() */
97   ierr = MatCreateBAIJ(PETSC_COMM_WORLD,bs,PETSC_DECIDE,PETSC_DECIDE,n,n,d_nz,NULL,o_nz,NULL,&A);CHKERRQ(ierr);
98   ierr = MatSetOption(A,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
99 
100   if (bs == 1) {
101     if (prob == 1) { /* tridiagonal matrix */
102       value[0] = -1.0; value[1] = 2.0; value[2] = -1.0;
103       for (i=1; i<n-1; i++) {
104         col[0] = i-1; col[1] = i; col[2] = i+1;
105         ierr   = MatSetValues(A,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
106       }
107       i       = n - 1; col[0]=0; col[1] = n - 2; col[2] = n - 1;
108       value[0]= 0.1; value[1]=-1; value[2]=2;
109       ierr    = MatSetValues(A,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
110 
111       i        = 0; col[0] = 0; col[1] = 1; col[2]=n-1;
112       value[0] = 2.0; value[1] = -1.0; value[2]=0.1;
113       ierr     = MatSetValues(A,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
114     } else if (prob ==2) { /* matrix for the five point stencil */
115       n1 = (int) PetscSqrtReal((PetscReal)n);
116       for (i=0; i<n1; i++) {
117         for (j=0; j<n1; j++) {
118           Ii = j + n1*i;
119           if (i>0)    {J = Ii - n1; ierr = MatSetValues(A,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
120           if (i<n1-1) {J = Ii + n1; ierr = MatSetValues(A,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
121           if (j>0)    {J = Ii - 1;  ierr = MatSetValues(A,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
122           if (j<n1-1) {J = Ii + 1;  ierr = MatSetValues(A,1,&Ii,1,&J,&neg_one,INSERT_VALUES);CHKERRQ(ierr);}
123           ierr = MatSetValues(A,1,&Ii,1,&Ii,&four,INSERT_VALUES);CHKERRQ(ierr);
124         }
125       }
126     }
127     /* end of if (bs == 1) */
128   } else {  /* bs > 1 */
129     for (block=0; block<n/bs; block++) {
130       /* diagonal blocks */
131       value[0] = -1.0; value[1] = 4.0; value[2] = -1.0;
132       for (i=1+block*bs; i<bs-1+block*bs; i++) {
133         col[0] = i-1; col[1] = i; col[2] = i+1;
134         ierr   = MatSetValues(A,1,&i,3,col,value,INSERT_VALUES);CHKERRQ(ierr);
135       }
136       i       = bs - 1+block*bs; col[0] = bs - 2+block*bs; col[1] = bs - 1+block*bs;
137       value[0]=-1.0; value[1]=4.0;
138       ierr    = MatSetValues(A,1,&i,2,col,value,INSERT_VALUES);CHKERRQ(ierr);
139 
140       i       = 0+block*bs; col[0] = 0+block*bs; col[1] = 1+block*bs;
141       value[0]=4.0; value[1] = -1.0;
142       ierr    = MatSetValues(A,1,&i,2,col,value,INSERT_VALUES);CHKERRQ(ierr);
143     }
144     /* off-diagonal blocks */
145     value[0]=-1.0;
146     for (i=0; i<(n/bs-1)*bs; i++) {
147       col[0]=i+bs;
148       ierr  = MatSetValues(A,1,&i,1,col,value,INSERT_VALUES);CHKERRQ(ierr);
149       col[0]=i; row=i+bs;
150       ierr  = MatSetValues(A,1,&row,1,col,value,INSERT_VALUES);CHKERRQ(ierr);
151     }
152   }
153   ierr = MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
154   ierr = MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
155 
156   /* Test MatGetSize(), MatGetLocalSize() */
157   ierr = MatGetSize(sA, &i,&j); CHKERRQ(ierr);
158   ierr = MatGetSize(A, &i2,&j2);CHKERRQ(ierr);
159   i   -= i2; j -= j2;
160   if (i || j) {
161     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatGetSize()\n",rank);CHKERRQ(ierr);
162     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
163   }
164 
165   ierr = MatGetLocalSize(sA, &i,&j);CHKERRQ(ierr);
166   ierr = MatGetLocalSize(A, &i2,&j2);CHKERRQ(ierr);
167   i2  -= i; j2 -= j;
168   if (i2 || j2) {
169     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatGetLocalSize()\n",rank);CHKERRQ(ierr);
170     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
171   }
172 
173   /* vectors */
174   /*--------------------*/
175   /* i is obtained from MatGetLocalSize() */
176   ierr = VecCreate(PETSC_COMM_WORLD,&x);CHKERRQ(ierr);
177   ierr = VecSetSizes(x,i,PETSC_DECIDE);CHKERRQ(ierr);
178   ierr = VecSetFromOptions(x);CHKERRQ(ierr);
179   ierr = VecDuplicate(x,&y);CHKERRQ(ierr);
180   ierr = VecDuplicate(x,&u);CHKERRQ(ierr);
181   ierr = VecDuplicate(x,&s1);CHKERRQ(ierr);
182   ierr = VecDuplicate(x,&s2);CHKERRQ(ierr);
183 
184   ierr = PetscRandomCreate(PETSC_COMM_WORLD,&rctx);CHKERRQ(ierr);
185   ierr = PetscRandomSetFromOptions(rctx);CHKERRQ(ierr);
186   ierr = VecSetRandom(x,rctx);CHKERRQ(ierr);
187   ierr = VecSet(u,one);CHKERRQ(ierr);
188 
189   /* Test MatNorm() */
190   ierr  = MatNorm(A,NORM_FROBENIUS,&r1);CHKERRQ(ierr);
191   ierr  = MatNorm(sA,NORM_FROBENIUS,&r2);CHKERRQ(ierr);
192   rnorm = PetscAbsReal(r1-r2)/r2;
193   if (rnorm > tol && !rank) {
194     ierr = PetscPrintf(PETSC_COMM_SELF,"Error: MatNorm_FROBENIUS(), Anorm=%16.14e, sAnorm=%16.14e bs=%D\n",r1,r2,bs);CHKERRQ(ierr);
195   }
196   ierr  = MatNorm(A,NORM_INFINITY,&r1);CHKERRQ(ierr);
197   ierr  = MatNorm(sA,NORM_INFINITY,&r2);CHKERRQ(ierr);
198   rnorm = PetscAbsReal(r1-r2)/r2;
199   if (rnorm > tol && !rank) {
200     ierr = PetscPrintf(PETSC_COMM_WORLD,"Error: MatNorm_INFINITY(), Anorm=%16.14e, sAnorm=%16.14e bs=%D\n",r1,r2,bs);CHKERRQ(ierr);
201   }
202   ierr  = MatNorm(A,NORM_1,&r1);CHKERRQ(ierr);
203   ierr  = MatNorm(sA,NORM_1,&r2);CHKERRQ(ierr);
204   rnorm = PetscAbsReal(r1-r2)/r2;
205   if (rnorm > tol && !rank) {
206     ierr = PetscPrintf(PETSC_COMM_WORLD,"Error: MatNorm_1(), Anorm=%16.14e, sAnorm=%16.14e bs=%D\n",r1,r2,bs);CHKERRQ(ierr);
207   }
208 
209   /* Test MatGetOwnershipRange() */
210   ierr = MatGetOwnershipRange(sA,&rstart,&rend);CHKERRQ(ierr);
211   ierr = MatGetOwnershipRange(A,&i2,&j2);CHKERRQ(ierr);
212   i2  -= rstart; j2 -= rend;
213   if (i2 || j2) {
214     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MaGetOwnershipRange()\n",rank);CHKERRQ(ierr);
215     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
216   }
217 
218   /* Test MatDiagonalScale() */
219   ierr = MatDiagonalScale(A,x,x);CHKERRQ(ierr);
220   ierr = MatDiagonalScale(sA,x,x);CHKERRQ(ierr);
221   ierr = MatMultEqual(A,sA,10,&flg);CHKERRQ(ierr);
222   if (!flg) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_NOTSAMETYPE,"Error in MatDiagonalScale");
223 
224   /* Test MatGetDiagonal(), MatScale() */
225   ierr = MatGetDiagonal(A,s1);CHKERRQ(ierr);
226   ierr = MatGetDiagonal(sA,s2);CHKERRQ(ierr);
227   ierr = VecNorm(s1,NORM_1,&r1);CHKERRQ(ierr);
228   ierr = VecNorm(s2,NORM_1,&r2);CHKERRQ(ierr);
229   r1  -= r2;
230   if (r1<-tol || r1>tol) {
231     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatDiagonalScale() or MatGetDiagonal(), r1=%g \n",rank,(double)r1);CHKERRQ(ierr);
232     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
233   }
234 
235   ierr = MatScale(A,alpha);CHKERRQ(ierr);
236   ierr = MatScale(sA,alpha);CHKERRQ(ierr);
237 
238   /* Test MatGetRowMaxAbs() */
239   ierr = MatGetRowMaxAbs(A,s1,NULL);CHKERRQ(ierr);
240   ierr = MatGetRowMaxAbs(sA,s2,NULL);CHKERRQ(ierr);
241 
242   ierr = VecNorm(s1,NORM_1,&r1);CHKERRQ(ierr);
243   ierr = VecNorm(s2,NORM_1,&r2);CHKERRQ(ierr);
244   r1  -= r2;
245   if (r1<-tol || r1>tol) {
246     ierr = PetscPrintf(PETSC_COMM_SELF,"Error: MatGetRowMaxAbs() \n");CHKERRQ(ierr);
247   }
248 
249   /* Test MatMult(), MatMultAdd() */
250   ierr = MatMultEqual(A,sA,10,&flg);CHKERRQ(ierr);
251   if (!flg) {
252     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatMult() or MatScale()\n",rank);CHKERRQ(ierr);
253     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
254   }
255 
256   ierr = MatMultAddEqual(A,sA,10,&flg);CHKERRQ(ierr);
257   if (!flg) {
258     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatMultAdd()\n",rank);CHKERRQ(ierr);
259     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
260   }
261 
262   /* Test MatMultTranspose(), MatMultTransposeAdd() */
263   for (i=0; i<10; i++) {
264     ierr = VecSetRandom(x,rctx);CHKERRQ(ierr);
265     ierr = MatMultTranspose(A,x,s1);CHKERRQ(ierr);
266     ierr = MatMultTranspose(sA,x,s2);CHKERRQ(ierr);
267     ierr = VecNorm(s1,NORM_1,&r1);CHKERRQ(ierr);
268     ierr = VecNorm(s2,NORM_1,&r2);CHKERRQ(ierr);
269     r1  -= r2;
270     if (r1<-tol || r1>tol) {
271       ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatMult() or MatScale(), err=%g\n",rank,(double)r1);CHKERRQ(ierr);
272       ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
273     }
274   }
275   for (i=0; i<10; i++) {
276     ierr = VecSetRandom(x,rctx);CHKERRQ(ierr);
277     ierr = VecSetRandom(y,rctx);CHKERRQ(ierr);
278     ierr = MatMultTransposeAdd(A,x,y,s1);CHKERRQ(ierr);
279     ierr = MatMultTransposeAdd(sA,x,y,s2);CHKERRQ(ierr);
280     ierr = VecNorm(s1,NORM_1,&r1);CHKERRQ(ierr);
281     ierr = VecNorm(s2,NORM_1,&r2);CHKERRQ(ierr);
282     r1  -= r2;
283     if (r1<-tol || r1>tol) {
284       ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatMultAdd(), err=%g \n",rank,(double)r1);CHKERRQ(ierr);
285       ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
286     }
287   }
288 
289   /* Test MatDuplicate() */
290   ierr = MatDuplicate(sA,MAT_COPY_VALUES,&sB);CHKERRQ(ierr);
291   ierr = MatEqual(sA,sB,&flg);CHKERRQ(ierr);
292   if (!flg) {
293     ierr = PetscPrintf(PETSC_COMM_WORLD," Error in MatDuplicate(), sA != sB \n");CHKERRQ(ierr);
294   }
295   ierr = MatMultEqual(sA,sB,5,&flg);CHKERRQ(ierr);
296   if (!flg) {
297     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatDuplicate() or MatMult()\n",rank);CHKERRQ(ierr);
298     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
299   }
300   ierr = MatMultAddEqual(sA,sB,5,&flg);CHKERRQ(ierr);
301   if (!flg) {
302     ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d], Error: MatDuplicate() or MatMultAdd(()\n",rank);CHKERRQ(ierr);
303     ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);CHKERRQ(ierr);
304   }
305   ierr = MatDestroy(&sB);CHKERRQ(ierr);
306   ierr = VecDestroy(&u);CHKERRQ(ierr);
307   ierr = VecDestroy(&x);CHKERRQ(ierr);
308   ierr = VecDestroy(&y);CHKERRQ(ierr);
309   ierr = VecDestroy(&s1);CHKERRQ(ierr);
310   ierr = VecDestroy(&s2);CHKERRQ(ierr);
311   ierr = MatDestroy(&sA);CHKERRQ(ierr);
312   ierr = MatDestroy(&A);CHKERRQ(ierr);
313   ierr = PetscRandomDestroy(&rctx);CHKERRQ(ierr);
314 
315   ierr = PetscFinalize();
316   return ierr;
317 }
318 
319 /*TEST
320 
321    test:
322       nsize: {{1 3}}
323       args: -bs {{1 2 3  5  7 8}} -mat_ignore_lower_triangular
324 
325 TEST*/
326