// 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: sameragarwal@google.com (Sameer Agarwal) #ifndef CERES_INTERNAL_PREPROCESSOR_H_ #define CERES_INTERNAL_PREPROCESSOR_H_ #include #include #include #include "ceres/coordinate_descent_minimizer.h" #include "ceres/evaluator.h" #include "ceres/internal/disable_warnings.h" #include "ceres/internal/eigen.h" #include "ceres/internal/export.h" #include "ceres/iteration_callback.h" #include "ceres/linear_solver.h" #include "ceres/minimizer.h" #include "ceres/problem_impl.h" #include "ceres/program.h" #include "ceres/solver.h" namespace ceres::internal { struct PreprocessedProblem; // Given a Problem object and a Solver::Options object indicating the // configuration of the solver, the job of the Preprocessor is to // analyze the Problem and perform the setup needed to solve it using // the desired Minimization algorithm. The setup involves removing // redundancies in the input problem (inactive parameter and residual // blocks), finding fill reducing orderings as needed, configuring and // creating various objects needed by the Minimizer to solve the // problem such as an evaluator, a linear solver etc. // // Each Minimizer (LineSearchMinimizer and TrustRegionMinimizer) comes // with a corresponding Preprocessor (LineSearchPreprocessor and // TrustRegionPreprocessor) that knows about its needs and performs // the preprocessing needed. // // The output of the Preprocessor is stored in a PreprocessedProblem // object. class CERES_NO_EXPORT Preprocessor { public: // Factory. static std::unique_ptr Create(MinimizerType minimizer_type); virtual ~Preprocessor(); virtual bool Preprocess(const Solver::Options& options, ProblemImpl* problem, PreprocessedProblem* pp) = 0; }; // A PreprocessedProblem is the result of running the Preprocessor on // a Problem and Solver::Options object. struct CERES_NO_EXPORT PreprocessedProblem { PreprocessedProblem() = default; std::string error; Solver::Options options; LinearSolver::Options linear_solver_options; Evaluator::Options evaluator_options; Minimizer::Options minimizer_options; ProblemImpl* problem; std::unique_ptr gradient_checking_problem; std::unique_ptr reduced_program; std::unique_ptr linear_solver; std::unique_ptr logging_callback; std::unique_ptr state_updating_callback; std::shared_ptr evaluator; std::shared_ptr inner_iteration_minimizer; std::vector removed_parameter_blocks; Vector reduced_parameters; double fixed_cost{0.0}; }; // Common functions used by various preprocessors. // If the user has specified a num_threads > the maximum number of threads // available from the compiled threading model, bound the number of threads // to the maximum. CERES_NO_EXPORT void ChangeNumThreadsIfNeeded(Solver::Options* options); // Extract the effective parameter vector from the preprocessed // problem and setup bits of the Minimizer::Options object that are // common to all Preprocessors. CERES_NO_EXPORT void SetupCommonMinimizerOptions(PreprocessedProblem* pp); } // namespace ceres::internal #include "ceres/internal/reenable_warnings.h" #endif // CERES_INTERNAL_PREPROCESSOR_H_