| Line | Branch | Exec | Source |
|---|---|---|---|
| 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 | static char help[] = "Test an SVD problem with more columns than rows.\n\n" | ||
| 12 | "The command line options are:\n" | ||
| 13 | " -m <m>, where <m> = matrix rows.\n" | ||
| 14 | " -n <n>, where <n> = matrix columns (defaults to m+2).\n\n"; | ||
| 15 | |||
| 16 | #include <slepcsvd.h> | ||
| 17 | |||
| 18 | /* | ||
| 19 | This example computes the singular values of a rectangular bidiagonal matrix | ||
| 20 | |||
| 21 | | 1 2 | | ||
| 22 | | 1 2 | | ||
| 23 | | 1 2 | | ||
| 24 | A = | . . | | ||
| 25 | | . . | | ||
| 26 | | 1 2 | | ||
| 27 | | 1 2 | | ||
| 28 | */ | ||
| 29 | |||
| 30 | 131 | int main(int argc,char **argv) | |
| 31 | { | ||
| 32 | 131 | Mat A,B; | |
| 33 | 131 | SVD svd; | |
| 34 | 131 | SVDConv conv; | |
| 35 | 131 | SVDStop stop; | |
| 36 | 131 | SVDWhich which; | |
| 37 | 131 | SVDProblemType ptype; | |
| 38 | 131 | SVDConvergedReason reason; | |
| 39 | 131 | PetscInt m=20,n,Istart,Iend,i,col[2],its; | |
| 40 | 131 | PetscScalar value[] = { 1, 2 }; | |
| 41 | 131 | PetscBool flg,tmode; | |
| 42 | 131 | PetscViewerAndFormat *vf; | |
| 43 | 131 | const char *ctest[] = { "absolute", "relative to the singular value", "user-defined" }; | |
| 44 | 131 | const char *stest[] = { "basic", "user-defined" }; | |
| 45 | |||
| 46 |
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131 | PetscFunctionBeginUser; |
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131 | PetscCall(SlepcInitialize(&argc,&argv,NULL,help)); |
| 48 | |||
| 49 |
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131 | PetscCall(PetscOptionsGetInt(NULL,NULL,"-m",&m,NULL)); |
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131 | PetscCall(PetscOptionsGetInt(NULL,NULL,"-n",&n,&flg)); |
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131 | if (!flg) n=m+2; |
| 52 |
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131 | PetscCall(PetscPrintf(PETSC_COMM_WORLD,"\nRectangular bidiagonal matrix, m=%" PetscInt_FMT " n=%" PetscInt_FMT "\n\n",m,n)); |
| 53 | |||
| 54 | /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | ||
| 55 | Generate the matrix | ||
| 56 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ | ||
| 57 | |||
| 58 |
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131 | PetscCall(MatCreate(PETSC_COMM_WORLD,&A)); |
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131 | PetscCall(MatSetSizes(A,PETSC_DECIDE,PETSC_DECIDE,m,n)); |
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131 | PetscCall(MatSetFromOptions(A)); |
| 61 | |||
| 62 |
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131 | PetscCall(MatGetOwnershipRange(A,&Istart,&Iend)); |
| 63 |
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2551 | for (i=Istart;i<Iend;i++) { |
| 64 | 2420 | col[0]=i; col[1]=i+1; | |
| 65 |
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2420 | if (i<n-1) PetscCall(MatSetValues(A,1,&i,2,col,value,INSERT_VALUES)); |
| 66 |
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2420 | else if (i==n-1) PetscCall(MatSetValue(A,i,col[0],value[0],INSERT_VALUES)); |
| 67 | } | ||
| 68 | |||
| 69 |
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131 | PetscCall(MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY)); |
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131 | PetscCall(MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY)); |
| 71 | |||
| 72 | /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | ||
| 73 | Compute singular values | ||
| 74 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ | ||
| 75 | |||
| 76 |
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131 | PetscCall(SVDCreate(PETSC_COMM_WORLD,&svd)); |
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131 | PetscCall(SVDSetOperators(svd,A,NULL)); |
| 78 | |||
| 79 | /* test some interface functions */ | ||
| 80 |
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131 | PetscCall(SVDGetOperators(svd,&B,NULL)); |
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131 | PetscCall(MatView(B,PETSC_VIEWER_STDOUT_WORLD)); |
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131 | PetscCall(SVDSetConvergenceTest(svd,SVD_CONV_ABS)); |
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131 | PetscCall(SVDSetStoppingTest(svd,SVD_STOP_BASIC)); |
| 84 | /* test monitors */ | ||
| 85 |
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131 | PetscCall(PetscViewerAndFormatCreate(PETSC_VIEWER_STDOUT_WORLD,PETSC_VIEWER_DEFAULT,&vf)); |
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131 | PetscCall(SVDMonitorSet(svd,(PetscErrorCode (*)(SVD,PetscInt,PetscInt,PetscReal*,PetscReal*,PetscInt,void*))SVDMonitorFirst,vf,(PetscCtxDestroyFn*)PetscViewerAndFormatDestroy)); |
| 87 | /* PetscCall(SVDMonitorCancel(svd)); */ | ||
| 88 |
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131 | PetscCall(SVDSetFromOptions(svd)); |
| 89 | |||
| 90 | /* query properties and print them */ | ||
| 91 |
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131 | PetscCall(SVDGetProblemType(svd,&ptype)); |
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131 | PetscCall(PetscPrintf(PETSC_COMM_WORLD," Problem type = %d",(int)ptype)); |
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131 | PetscCall(SVDIsGeneralized(svd,&flg)); |
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131 | if (flg) PetscCall(PetscPrintf(PETSC_COMM_WORLD," generalized")); |
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131 | PetscCall(SVDGetImplicitTranspose(svd,&tmode)); |
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247 | PetscCall(PetscPrintf(PETSC_COMM_WORLD,"\n Transpose mode is %s\n",tmode?"implicit":"explicit")); |
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131 | PetscCall(SVDGetConvergenceTest(svd,&conv)); |
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131 | PetscCall(PetscPrintf(PETSC_COMM_WORLD," Convergence test is %s\n",ctest[conv])); |
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131 | PetscCall(SVDGetStoppingTest(svd,&stop)); |
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131 | PetscCall(PetscPrintf(PETSC_COMM_WORLD," Stopping test is %s\n",stest[stop])); |
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131 | PetscCall(SVDGetWhichSingularTriplets(svd,&which)); |
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262 | PetscCall(PetscPrintf(PETSC_COMM_WORLD," Which = %s\n",which?"smallest":"largest")); |
| 103 | |||
| 104 | /* call the solver */ | ||
| 105 |
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131 | PetscCall(SVDSolve(svd)); |
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131 | PetscCall(SVDGetConvergedReason(svd,&reason)); |
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131 | PetscCall(SVDGetIterationNumber(svd,&its)); |
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131 | PetscCall(PetscPrintf(PETSC_COMM_WORLD," Finished - converged reason = %d\n",(int)reason)); |
| 109 | /* PetscCall(PetscPrintf(PETSC_COMM_WORLD," its = %" PetscInt_FMT "\n",its)); */ | ||
| 110 | |||
| 111 | /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | ||
| 112 | Display solution and clean up | ||
| 113 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */ | ||
| 114 |
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131 | PetscCall(SVDErrorView(svd,SVD_ERROR_RELATIVE,PETSC_VIEWER_STDOUT_WORLD)); |
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131 | PetscCall(SVDDestroy(&svd)); |
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131 | PetscCall(MatDestroy(&A)); |
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131 | PetscCall(SlepcFinalize()); |
| 118 | return 0; | ||
| 119 | } | ||
| 120 | |||
| 121 | /*TEST | ||
| 122 | |||
| 123 | testset: | ||
| 124 | args: -svd_monitor_cancel | ||
| 125 | filter: grep -v "Transpose mode" | ||
| 126 | output_file: output/test4_1.out | ||
| 127 | test: | ||
| 128 | suffix: 1_lanczos | ||
| 129 | args: -svd_type lanczos | ||
| 130 | test: | ||
| 131 | suffix: 1_randomized | ||
| 132 | args: -svd_type randomized | ||
| 133 | test: | ||
| 134 | suffix: 1_trlanczos | ||
| 135 | args: -svd_type trlanczos -svd_ncv 12 -svd_trlanczos_restart 0.6 | ||
| 136 | test: | ||
| 137 | suffix: 1_cross | ||
| 138 | args: -svd_type cross | ||
| 139 | test: | ||
| 140 | suffix: 1_cross_exp | ||
| 141 | args: -svd_type cross -svd_cross_explicitmatrix | ||
| 142 | test: | ||
| 143 | suffix: 1_cross_exp_imp | ||
| 144 | args: -svd_type cross -svd_cross_explicitmatrix -svd_implicittranspose | ||
| 145 | requires: !complex | ||
| 146 | test: | ||
| 147 | suffix: 1_cyclic | ||
| 148 | args: -svd_type cyclic | ||
| 149 | test: | ||
| 150 | suffix: 1_cyclic_imp | ||
| 151 | args: -svd_type cyclic -svd_implicittranspose | ||
| 152 | test: | ||
| 153 | suffix: 1_cyclic_exp | ||
| 154 | args: -svd_type cyclic -svd_cyclic_explicitmatrix | ||
| 155 | test: | ||
| 156 | suffix: 1_lapack | ||
| 157 | args: -svd_type lapack | ||
| 158 | test: | ||
| 159 | suffix: 1_scalapack | ||
| 160 | args: -svd_type scalapack | ||
| 161 | requires: scalapack !__float128 | ||
| 162 | |||
| 163 | testset: | ||
| 164 | args: -svd_monitor_cancel -mat_type aijcusparse | ||
| 165 | requires: cuda !single | ||
| 166 | filter: grep -v "Transpose mode" | sed -e "s/seqaijcusparse/seqaij/" | ||
| 167 | output_file: output/test4_1.out | ||
| 168 | test: | ||
| 169 | suffix: 2_cuda_lanczos | ||
| 170 | args: -svd_type lanczos | ||
| 171 | test: | ||
| 172 | suffix: 2_cuda_trlanczos | ||
| 173 | args: -svd_type trlanczos -svd_ncv 12 | ||
| 174 | test: | ||
| 175 | suffix: 2_cuda_cross | ||
| 176 | args: -svd_type cross | ||
| 177 | |||
| 178 | test: | ||
| 179 | suffix: 3 | ||
| 180 | nsize: 2 | ||
| 181 | args: -svd_type trlanczos -svd_ncv 14 -svd_monitor_cancel -ds_parallel synchronized | ||
| 182 | |||
| 183 | testset: | ||
| 184 | args: -svd_monitor_cancel -mat_type aijhipsparse | ||
| 185 | requires: hip !single | ||
| 186 | filter: grep -v "Transpose mode" | sed -e "s/seqaijhipsparse/seqaij/" | ||
| 187 | output_file: output/test4_1.out | ||
| 188 | test: | ||
| 189 | suffix: 4_hip_lanczos | ||
| 190 | args: -svd_type lanczos | ||
| 191 | test: | ||
| 192 | suffix: 4_hip_trlanczos | ||
| 193 | args: -svd_type trlanczos -svd_ncv 12 | ||
| 194 | test: | ||
| 195 | suffix: 4_hip_cross | ||
| 196 | args: -svd_type cross | ||
| 197 | |||
| 198 | TEST*/ | ||
| 199 |