120 lines
4.0 KiB
C++
120 lines
4.0 KiB
C++
|
// Ceres Solver - A fast non-linear least squares minimizer
|
||
|
// Copyright 2015 Google Inc. All rights reserved.
|
||
|
// http://ceres-solver.org/
|
||
|
//
|
||
|
// Redistribution and use in source and binary forms, with or without
|
||
|
// modification, are permitted provided that the following conditions are met:
|
||
|
//
|
||
|
// * Redistributions of source code must retain the above copyright notice,
|
||
|
// this list of conditions and the following disclaimer.
|
||
|
// * Redistributions in binary form must reproduce the above copyright notice,
|
||
|
// this list of conditions and the following disclaimer in the documentation
|
||
|
// and/or other materials provided with the distribution.
|
||
|
// * Neither the name of Google Inc. nor the names of its contributors may be
|
||
|
// used to endorse or promote products derived from this software without
|
||
|
// specific prior written permission.
|
||
|
//
|
||
|
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
|
||
|
// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||
|
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
|
||
|
// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
|
||
|
// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
|
||
|
// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
|
||
|
// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
|
||
|
// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
|
||
|
// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
|
||
|
// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
||
|
// POSSIBILITY OF SUCH DAMAGE.
|
||
|
//
|
||
|
// Author: sameeragarwal@google.com (Sameer Agarwal)
|
||
|
|
||
|
#include "ceres/linear_solver.h"
|
||
|
|
||
|
#include "ceres/cgnr_solver.h"
|
||
|
#include "ceres/dense_normal_cholesky_solver.h"
|
||
|
#include "ceres/dense_qr_solver.h"
|
||
|
#include "ceres/iterative_schur_complement_solver.h"
|
||
|
#include "ceres/schur_complement_solver.h"
|
||
|
#include "ceres/sparse_normal_cholesky_solver.h"
|
||
|
#include "ceres/types.h"
|
||
|
#include "glog/logging.h"
|
||
|
|
||
|
namespace ceres {
|
||
|
namespace internal {
|
||
|
|
||
|
LinearSolver::~LinearSolver() {
|
||
|
}
|
||
|
|
||
|
LinearSolverType LinearSolver::LinearSolverForZeroEBlocks(
|
||
|
LinearSolverType linear_solver_type) {
|
||
|
if (!IsSchurType(linear_solver_type)) {
|
||
|
return linear_solver_type;
|
||
|
}
|
||
|
|
||
|
if (linear_solver_type == SPARSE_SCHUR) {
|
||
|
return SPARSE_NORMAL_CHOLESKY;
|
||
|
}
|
||
|
|
||
|
if (linear_solver_type == DENSE_SCHUR) {
|
||
|
// TODO(sameeragarwal): This is probably not a great choice.
|
||
|
// Ideally, we should have a DENSE_NORMAL_CHOLESKY, that can take
|
||
|
// a BlockSparseMatrix as input.
|
||
|
return DENSE_QR;
|
||
|
}
|
||
|
|
||
|
if (linear_solver_type == ITERATIVE_SCHUR) {
|
||
|
return CGNR;
|
||
|
}
|
||
|
|
||
|
return linear_solver_type;
|
||
|
}
|
||
|
|
||
|
LinearSolver* LinearSolver::Create(const LinearSolver::Options& options) {
|
||
|
switch (options.type) {
|
||
|
case CGNR:
|
||
|
return new CgnrSolver(options);
|
||
|
|
||
|
case SPARSE_NORMAL_CHOLESKY:
|
||
|
#if defined(CERES_NO_SUITESPARSE) && \
|
||
|
defined(CERES_NO_CXSPARSE) && \
|
||
|
!defined(CERES_USE_EIGEN_SPARSE)
|
||
|
return NULL;
|
||
|
#else
|
||
|
return new SparseNormalCholeskySolver(options);
|
||
|
#endif
|
||
|
|
||
|
case SPARSE_SCHUR:
|
||
|
#if defined(CERES_NO_SUITESPARSE) && \
|
||
|
defined(CERES_NO_CXSPARSE) && \
|
||
|
!defined(CERES_USE_EIGEN_SPARSE)
|
||
|
return NULL;
|
||
|
#else
|
||
|
return new SparseSchurComplementSolver(options);
|
||
|
#endif
|
||
|
|
||
|
case DENSE_SCHUR:
|
||
|
return new DenseSchurComplementSolver(options);
|
||
|
|
||
|
case ITERATIVE_SCHUR:
|
||
|
if (options.use_explicit_schur_complement) {
|
||
|
return new SparseSchurComplementSolver(options);
|
||
|
} else {
|
||
|
return new IterativeSchurComplementSolver(options);
|
||
|
}
|
||
|
|
||
|
case DENSE_QR:
|
||
|
return new DenseQRSolver(options);
|
||
|
|
||
|
case DENSE_NORMAL_CHOLESKY:
|
||
|
return new DenseNormalCholeskySolver(options);
|
||
|
|
||
|
default:
|
||
|
LOG(FATAL) << "Unknown linear solver type :"
|
||
|
<< options.type;
|
||
|
return NULL; // MSVC doesn't understand that LOG(FATAL) never returns.
|
||
|
}
|
||
|
}
|
||
|
|
||
|
} // namespace internal
|
||
|
} // namespace ceres
|