1 // Ceres Solver - A fast non-linear least squares minimizer
2 // Copyright 2013 Google Inc. All rights reserved.
3 // http://code.google.com/p/ceres-solver/
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29 // Author: sameeragarwal@google.com (Sameer Agarwal)
30 
31 #include "ceres/lapack.h"
32 
33 #include "ceres/internal/port.h"
34 #include "ceres/linear_solver.h"
35 #include "glog/logging.h"
36 
37 // C interface to the LAPACK Cholesky factorization and triangular solve.
38 extern "C" void dpotrf_(char* uplo,
39                        int* n,
40                        double* a,
41                        int* lda,
42                        int* info);
43 
44 extern "C" void dpotrs_(char* uplo,
45                         int* n,
46                         int* nrhs,
47                         double* a,
48                         int* lda,
49                         double* b,
50                         int* ldb,
51                         int* info);
52 
53 extern "C" void dgels_(char* uplo,
54                        int* m,
55                        int* n,
56                        int* nrhs,
57                        double* a,
58                        int* lda,
59                        double* b,
60                        int* ldb,
61                        double* work,
62                        int* lwork,
63                        int* info);
64 
65 
66 namespace ceres {
67 namespace internal {
68 
SolveInPlaceUsingCholesky(int num_rows,const double * in_lhs,double * rhs_and_solution,string * message)69 LinearSolverTerminationType LAPACK::SolveInPlaceUsingCholesky(
70     int num_rows,
71     const double* in_lhs,
72     double* rhs_and_solution,
73     string* message) {
74 #ifdef CERES_NO_LAPACK
75   LOG(FATAL) << "Ceres was built without a BLAS library.";
76   return LINEAR_SOLVER_FATAL_ERROR;
77 #else
78   char uplo = 'L';
79   int n = num_rows;
80   int info = 0;
81   int nrhs = 1;
82   double* lhs = const_cast<double*>(in_lhs);
83 
84   dpotrf_(&uplo, &n, lhs, &n, &info);
85   if (info < 0) {
86     LOG(FATAL) << "Congratulations, you found a bug in Ceres."
87                << "Please report it."
88                << "LAPACK::dpotrf fatal error."
89                << "Argument: " << -info << " is invalid.";
90     return LINEAR_SOLVER_FATAL_ERROR;
91   }
92 
93   if (info > 0) {
94     *message =
95         StringPrintf(
96             "LAPACK::dpotrf numerical failure. "
97              "The leading minor of order %d is not positive definite.", info);
98     return LINEAR_SOLVER_FAILURE;
99   }
100 
101   dpotrs_(&uplo, &n, &nrhs, lhs, &n, rhs_and_solution, &n, &info);
102   if (info < 0) {
103     LOG(FATAL) << "Congratulations, you found a bug in Ceres."
104                << "Please report it."
105                << "LAPACK::dpotrs fatal error."
106                << "Argument: " << -info << " is invalid.";
107     return LINEAR_SOLVER_FATAL_ERROR;
108   }
109 
110   *message = "Success";
111   return LINEAR_SOLVER_SUCCESS;
112 #endif
113 };
114 
EstimateWorkSizeForQR(int num_rows,int num_cols)115 int LAPACK::EstimateWorkSizeForQR(int num_rows, int num_cols) {
116 #ifdef CERES_NO_LAPACK
117   LOG(FATAL) << "Ceres was built without a LAPACK library.";
118   return -1;
119 #else
120   char trans = 'N';
121   int nrhs = 1;
122   int lwork = -1;
123   double work;
124   int info = 0;
125   dgels_(&trans,
126          &num_rows,
127          &num_cols,
128          &nrhs,
129          NULL,
130          &num_rows,
131          NULL,
132          &num_rows,
133          &work,
134          &lwork,
135          &info);
136 
137   if (info < 0) {
138     LOG(FATAL) << "Congratulations, you found a bug in Ceres."
139                << "Please report it."
140                << "LAPACK::dgels fatal error."
141                << "Argument: " << -info << " is invalid.";
142   }
143   return static_cast<int>(work);
144 #endif
145 }
146 
SolveInPlaceUsingQR(int num_rows,int num_cols,const double * in_lhs,int work_size,double * work,double * rhs_and_solution,string * message)147 LinearSolverTerminationType LAPACK::SolveInPlaceUsingQR(
148     int num_rows,
149     int num_cols,
150     const double* in_lhs,
151     int work_size,
152     double* work,
153     double* rhs_and_solution,
154     string* message) {
155 #ifdef CERES_NO_LAPACK
156   LOG(FATAL) << "Ceres was built without a LAPACK library.";
157   return LINEAR_SOLVER_FATAL_ERROR;
158 #else
159   char trans = 'N';
160   int m = num_rows;
161   int n = num_cols;
162   int nrhs = 1;
163   int lda = num_rows;
164   int ldb = num_rows;
165   int info = 0;
166   double* lhs = const_cast<double*>(in_lhs);
167 
168   dgels_(&trans,
169          &m,
170          &n,
171          &nrhs,
172          lhs,
173          &lda,
174          rhs_and_solution,
175          &ldb,
176          work,
177          &work_size,
178          &info);
179 
180   if (info < 0) {
181     LOG(FATAL) << "Congratulations, you found a bug in Ceres."
182                << "Please report it."
183                << "LAPACK::dgels fatal error."
184                << "Argument: " << -info << " is invalid.";
185   }
186 
187   *message = "Success.";
188   return LINEAR_SOLVER_SUCCESS;
189 #endif
190 }
191 
192 }  // namespace internal
193 }  // namespace ceres
194