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1 | /* | ||
2 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | ||
3 | SLEPc - Scalable Library for Eigenvalue Problem Computations | ||
4 | Copyright (c) 2002-, Universitat Politecnica de Valencia, Spain | ||
5 | |||
6 | This file is part of SLEPc. | ||
7 | SLEPc is distributed under a 2-clause BSD license (see LICENSE). | ||
8 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | ||
9 | */ | ||
10 | /* | ||
11 | This file implements a wrapper to the ScaLAPACK SVD solver | ||
12 | */ | ||
13 | |||
14 | #include <slepc/private/svdimpl.h> /*I "slepcsvd.h" I*/ | ||
15 | #include <slepc/private/slepcscalapack.h> | ||
16 | |||
17 | typedef struct { | ||
18 | Mat As; /* converted matrix */ | ||
19 | } SVD_ScaLAPACK; | ||
20 | |||
21 | 40 | static PetscErrorCode SVDSetUp_ScaLAPACK(SVD svd) | |
22 | { | ||
23 | 40 | SVD_ScaLAPACK *ctx = (SVD_ScaLAPACK*)svd->data; | |
24 | 40 | PetscInt M,N; | |
25 | |||
26 | 40 | PetscFunctionBegin; | |
27 |
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40 | SVDCheckStandard(svd); |
28 |
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40 | SVDCheckDefinite(svd); |
29 |
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40 | if (svd->nsv==0) svd->nsv = 1; |
30 |
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40 | PetscCall(MatGetSize(svd->A,&M,&N)); |
31 | 40 | svd->ncv = N; | |
32 |
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40 | if (svd->mpd!=PETSC_DETERMINE) PetscCall(PetscInfo(svd,"Warning: parameter mpd ignored\n")); |
33 |
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40 | if (svd->max_it==PETSC_DETERMINE) svd->max_it = 1; |
34 | 40 | svd->leftbasis = PETSC_TRUE; | |
35 |
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40 | SVDCheckIgnored(svd,SVD_FEATURE_STOPPING); |
36 |
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40 | PetscCall(SVDAllocateSolution(svd,0)); |
37 | |||
38 | /* convert matrix */ | ||
39 |
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40 | PetscCall(MatDestroy(&ctx->As)); |
40 |
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40 | PetscCall(MatConvert(svd->OP,MATSCALAPACK,MAT_INITIAL_MATRIX,&ctx->As)); |
41 | PetscFunctionReturn(PETSC_SUCCESS); | ||
42 | } | ||
43 | |||
44 | 40 | static PetscErrorCode SVDSolve_ScaLAPACK(SVD svd) | |
45 | { | ||
46 | 40 | SVD_ScaLAPACK *ctx = (SVD_ScaLAPACK*)svd->data; | |
47 | 40 | Mat A = ctx->As,Z,Q,QT,U,V; | |
48 | 40 | Mat_ScaLAPACK *a = (Mat_ScaLAPACK*)A->data,*q,*z; | |
49 | 40 | PetscScalar *work,minlwork; | |
50 | 40 | PetscBLASInt info,lwork=-1,one=1; | |
51 | 40 | PetscInt M,N,m,n,mn; | |
52 | #if defined(PETSC_USE_COMPLEX) | ||
53 | 10 | PetscBLASInt lrwork; | |
54 | 10 | PetscReal *rwork,dummy; | |
55 | #endif | ||
56 | |||
57 | 40 | PetscFunctionBegin; | |
58 |
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40 | PetscCall(MatGetSize(A,&M,&N)); |
59 |
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40 | PetscCall(MatGetLocalSize(A,&m,&n)); |
60 |
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40 | mn = (M>=N)? n: m; |
61 |
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40 | PetscCall(MatCreate(PetscObjectComm((PetscObject)A),&Z)); |
62 |
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40 | PetscCall(MatSetSizes(Z,m,mn,PETSC_DECIDE,PETSC_DECIDE)); |
63 |
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40 | PetscCall(MatSetType(Z,MATSCALAPACK)); |
64 |
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40 | PetscCall(MatAssemblyBegin(Z,MAT_FINAL_ASSEMBLY)); |
65 |
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40 | PetscCall(MatAssemblyEnd(Z,MAT_FINAL_ASSEMBLY)); |
66 | 40 | z = (Mat_ScaLAPACK*)Z->data; | |
67 |
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40 | PetscCall(MatCreate(PetscObjectComm((PetscObject)A),&QT)); |
68 |
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40 | PetscCall(MatSetSizes(QT,mn,n,PETSC_DECIDE,PETSC_DECIDE)); |
69 |
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40 | PetscCall(MatSetType(QT,MATSCALAPACK)); |
70 |
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40 | PetscCall(MatAssemblyBegin(QT,MAT_FINAL_ASSEMBLY)); |
71 |
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40 | PetscCall(MatAssemblyEnd(QT,MAT_FINAL_ASSEMBLY)); |
72 | 40 | q = (Mat_ScaLAPACK*)QT->data; | |
73 | |||
74 |
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40 | PetscCall(PetscFPTrapPush(PETSC_FP_TRAP_OFF)); |
75 | #if !defined(PETSC_USE_COMPLEX) | ||
76 | /* allocate workspace */ | ||
77 |
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30 | PetscCallBLAS("SCALAPACKgesvd",SCALAPACKgesvd_("V","V",&a->M,&a->N,a->loc,&one,&one,a->desc,svd->sigma,z->loc,&one,&one,z->desc,q->loc,&one,&one,q->desc,&minlwork,&lwork,&info)); |
78 |
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30 | PetscCheckScaLapackInfo("gesvd",info); |
79 |
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30 | PetscCall(PetscBLASIntCast((PetscInt)minlwork,&lwork)); |
80 |
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30 | PetscCall(PetscMalloc1(lwork,&work)); |
81 | /* call computational routine */ | ||
82 |
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30 | PetscCallBLAS("SCALAPACKgesvd",SCALAPACKgesvd_("V","V",&a->M,&a->N,a->loc,&one,&one,a->desc,svd->sigma,z->loc,&one,&one,z->desc,q->loc,&one,&one,q->desc,work,&lwork,&info)); |
83 |
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30 | PetscCheckScaLapackInfo("gesvd",info); |
84 |
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30 | PetscCall(PetscFree(work)); |
85 | #else | ||
86 | /* allocate workspace */ | ||
87 |
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10 | PetscCallBLAS("SCALAPACKgesvd",SCALAPACKgesvd_("V","V",&a->M,&a->N,a->loc,&one,&one,a->desc,svd->sigma,z->loc,&one,&one,z->desc,q->loc,&one,&one,q->desc,&minlwork,&lwork,&dummy,&info)); |
88 |
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10 | PetscCheckScaLapackInfo("gesvd",info); |
89 |
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10 | PetscCall(PetscBLASIntCast((PetscInt)PetscRealPart(minlwork),&lwork)); |
90 | 10 | lrwork = 1+4*PetscMax(a->M,a->N); | |
91 |
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10 | PetscCall(PetscMalloc2(lwork,&work,lrwork,&rwork)); |
92 | /* call computational routine */ | ||
93 |
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10 | PetscCallBLAS("SCALAPACKgesvd",SCALAPACKgesvd_("V","V",&a->M,&a->N,a->loc,&one,&one,a->desc,svd->sigma,z->loc,&one,&one,z->desc,q->loc,&one,&one,q->desc,work,&lwork,rwork,&info)); |
94 |
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10 | PetscCheckScaLapackInfo("gesvd",info); |
95 |
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10 | PetscCall(PetscFree2(work,rwork)); |
96 | #endif | ||
97 |
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40 | PetscCall(PetscFPTrapPop()); |
98 | |||
99 |
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40 | PetscCall(MatHermitianTranspose(QT,MAT_INITIAL_MATRIX,&Q)); |
100 |
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40 | PetscCall(MatDestroy(&QT)); |
101 |
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40 | PetscCall(BVGetMat(svd->U,&U)); |
102 |
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40 | PetscCall(BVGetMat(svd->V,&V)); |
103 |
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40 | if (M>=N) { |
104 |
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36 | PetscCall(MatConvert(Z,MATDENSE,MAT_REUSE_MATRIX,&U)); |
105 |
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36 | PetscCall(MatConvert(Q,MATDENSE,MAT_REUSE_MATRIX,&V)); |
106 | } else { | ||
107 |
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4 | PetscCall(MatConvert(Q,MATDENSE,MAT_REUSE_MATRIX,&U)); |
108 |
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4 | PetscCall(MatConvert(Z,MATDENSE,MAT_REUSE_MATRIX,&V)); |
109 | } | ||
110 |
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40 | PetscCall(BVRestoreMat(svd->U,&U)); |
111 |
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40 | PetscCall(BVRestoreMat(svd->V,&V)); |
112 |
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40 | PetscCall(MatDestroy(&Z)); |
113 |
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40 | PetscCall(MatDestroy(&Q)); |
114 | |||
115 | 40 | svd->nconv = svd->ncv; | |
116 | 40 | svd->its = 1; | |
117 | 40 | svd->reason = SVD_CONVERGED_TOL; | |
118 | 40 | PetscFunctionReturn(PETSC_SUCCESS); | |
119 | } | ||
120 | |||
121 | 40 | static PetscErrorCode SVDDestroy_ScaLAPACK(SVD svd) | |
122 | { | ||
123 | 40 | PetscFunctionBegin; | |
124 |
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40 | PetscCall(PetscFree(svd->data)); |
125 | PetscFunctionReturn(PETSC_SUCCESS); | ||
126 | } | ||
127 | |||
128 | 40 | static PetscErrorCode SVDReset_ScaLAPACK(SVD svd) | |
129 | { | ||
130 | 40 | SVD_ScaLAPACK *ctx = (SVD_ScaLAPACK*)svd->data; | |
131 | |||
132 | 40 | PetscFunctionBegin; | |
133 |
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40 | PetscCall(MatDestroy(&ctx->As)); |
134 | PetscFunctionReturn(PETSC_SUCCESS); | ||
135 | } | ||
136 | |||
137 | 40 | SLEPC_EXTERN PetscErrorCode SVDCreate_ScaLAPACK(SVD svd) | |
138 | { | ||
139 | 40 | SVD_ScaLAPACK *ctx; | |
140 | |||
141 | 40 | PetscFunctionBegin; | |
142 |
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40 | PetscCall(PetscNew(&ctx)); |
143 | 40 | svd->data = (void*)ctx; | |
144 | |||
145 | 40 | svd->ops->solve = SVDSolve_ScaLAPACK; | |
146 | 40 | svd->ops->setup = SVDSetUp_ScaLAPACK; | |
147 | 40 | svd->ops->destroy = SVDDestroy_ScaLAPACK; | |
148 | 40 | svd->ops->reset = SVDReset_ScaLAPACK; | |
149 | 40 | PetscFunctionReturn(PETSC_SUCCESS); | |
150 | } | ||
151 |