Blame internal/ceres/linear_solver.cc

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