|  | // Ceres Solver - A fast non-linear least squares minimizer | 
|  | // Copyright 2010, 2011, 2012 Google Inc. All rights reserved. | 
|  | // http://code.google.com/p/ceres-solver/ | 
|  | // | 
|  | // 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: keir@google.com (Keir Mierle) | 
|  | // | 
|  | // This is the implementation of the public Problem API. The pointer to | 
|  | // implementation (PIMPL) idiom makes it possible for Ceres internal code to | 
|  | // refer to the private data members without needing to exposing it to the | 
|  | // world. An alternative to PIMPL is to have a factory which returns instances | 
|  | // of a virtual base class; while that approach would work, it requires clients | 
|  | // to always put a Problem object into a scoped pointer; this needlessly muddies | 
|  | // client code for little benefit. Therefore, the PIMPL comprise was chosen. | 
|  |  | 
|  | #ifndef CERES_PUBLIC_PROBLEM_IMPL_H_ | 
|  | #define CERES_PUBLIC_PROBLEM_IMPL_H_ | 
|  |  | 
|  | #include <map> | 
|  | #include <vector> | 
|  |  | 
|  | #include "ceres/internal/macros.h" | 
|  | #include "ceres/internal/port.h" | 
|  | #include "ceres/internal/scoped_ptr.h" | 
|  | #include "ceres/collections_port.h" | 
|  | #include "ceres/problem.h" | 
|  | #include "ceres/types.h" | 
|  |  | 
|  | namespace ceres { | 
|  |  | 
|  | class CostFunction; | 
|  | class LossFunction; | 
|  | class LocalParameterization; | 
|  | struct CRSMatrix; | 
|  |  | 
|  | namespace internal { | 
|  |  | 
|  | class Program; | 
|  | class ResidualBlock; | 
|  |  | 
|  | class ProblemImpl { | 
|  | public: | 
|  | typedef map<double*, ParameterBlock*> ParameterMap; | 
|  | typedef HashSet<ResidualBlock*> ResidualBlockSet; | 
|  |  | 
|  | ProblemImpl(); | 
|  | explicit ProblemImpl(const Problem::Options& options); | 
|  |  | 
|  | ~ProblemImpl(); | 
|  |  | 
|  | // See the public problem.h file for description of these methods. | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | const vector<double*>& parameter_blocks); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4, double* x5); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4, double* x5, | 
|  | double* x6); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4, double* x5, | 
|  | double* x6, double* x7); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4, double* x5, | 
|  | double* x6, double* x7, double* x8); | 
|  | ResidualBlockId AddResidualBlock(CostFunction* cost_function, | 
|  | LossFunction* loss_function, | 
|  | double* x0, double* x1, double* x2, | 
|  | double* x3, double* x4, double* x5, | 
|  | double* x6, double* x7, double* x8, | 
|  | double* x9); | 
|  | void AddParameterBlock(double* values, int size); | 
|  | void AddParameterBlock(double* values, | 
|  | int size, | 
|  | LocalParameterization* local_parameterization); | 
|  |  | 
|  | void RemoveResidualBlock(ResidualBlock* residual_block); | 
|  | void RemoveParameterBlock(double* values); | 
|  |  | 
|  | void SetParameterBlockConstant(double* values); | 
|  | void SetParameterBlockVariable(double* values); | 
|  | void SetParameterization(double* values, | 
|  | LocalParameterization* local_parameterization); | 
|  | const LocalParameterization* GetParameterization(double* values) const; | 
|  |  | 
|  | void SetParameterLowerBound(double* values, int index, double lower_bound); | 
|  | void SetParameterUpperBound(double* values, int index, double upper_bound); | 
|  |  | 
|  | bool Evaluate(const Problem::EvaluateOptions& options, | 
|  | double* cost, | 
|  | vector<double>* residuals, | 
|  | vector<double>* gradient, | 
|  | CRSMatrix* jacobian); | 
|  |  | 
|  | int NumParameterBlocks() const; | 
|  | int NumParameters() const; | 
|  | int NumResidualBlocks() const; | 
|  | int NumResiduals() const; | 
|  |  | 
|  | int ParameterBlockSize(const double* parameter_block) const; | 
|  | int ParameterBlockLocalSize(const double* parameter_block) const; | 
|  |  | 
|  | bool HasParameterBlock(const double* parameter_block) const; | 
|  |  | 
|  | void GetParameterBlocks(vector<double*>* parameter_blocks) const; | 
|  | void GetResidualBlocks(vector<ResidualBlockId>* residual_blocks) const; | 
|  |  | 
|  | void GetParameterBlocksForResidualBlock( | 
|  | const ResidualBlockId residual_block, | 
|  | vector<double*>* parameter_blocks) const; | 
|  |  | 
|  | void GetResidualBlocksForParameterBlock( | 
|  | const double* values, | 
|  | vector<ResidualBlockId>* residual_blocks) const; | 
|  |  | 
|  | const Program& program() const { return *program_; } | 
|  | Program* mutable_program() { return program_.get(); } | 
|  |  | 
|  | const ParameterMap& parameter_map() const { return parameter_block_map_; } | 
|  | const ResidualBlockSet& residual_block_set() const { | 
|  | CHECK(options_.enable_fast_removal) | 
|  | << "Fast removal not enabled, residual_block_set is not maintained."; | 
|  | return residual_block_set_; | 
|  | } | 
|  |  | 
|  | private: | 
|  | ParameterBlock* InternalAddParameterBlock(double* values, int size); | 
|  | void InternalRemoveResidualBlock(ResidualBlock* residual_block); | 
|  |  | 
|  | bool InternalEvaluate(Program* program, | 
|  | double* cost, | 
|  | vector<double>* residuals, | 
|  | vector<double>* gradient, | 
|  | CRSMatrix* jacobian); | 
|  |  | 
|  | // Delete the arguments in question. These differ from the Remove* functions | 
|  | // in that they do not clean up references to the block to delete; they | 
|  | // merely delete them. | 
|  | template<typename Block> | 
|  | void DeleteBlockInVector(vector<Block*>* mutable_blocks, | 
|  | Block* block_to_remove); | 
|  | void DeleteBlock(ResidualBlock* residual_block); | 
|  | void DeleteBlock(ParameterBlock* parameter_block); | 
|  |  | 
|  | const Problem::Options options_; | 
|  |  | 
|  | // The mapping from user pointers to parameter blocks. | 
|  | map<double*, ParameterBlock*> parameter_block_map_; | 
|  |  | 
|  | // Iff enable_fast_removal is enabled, contains the current residual blocks. | 
|  | ResidualBlockSet residual_block_set_; | 
|  |  | 
|  | // The actual parameter and residual blocks. | 
|  | internal::scoped_ptr<internal::Program> program_; | 
|  |  | 
|  | // When removing residual and parameter blocks, cost/loss functions and | 
|  | // parameterizations have ambiguous ownership. Instead of scanning the entire | 
|  | // problem to see if the cost/loss/parameterization is shared with other | 
|  | // residual or parameter blocks, buffer them until destruction. | 
|  | // | 
|  | // TODO(keir): See if it makes sense to use sets instead. | 
|  | vector<CostFunction*> cost_functions_to_delete_; | 
|  | vector<LossFunction*> loss_functions_to_delete_; | 
|  | vector<LocalParameterization*> local_parameterizations_to_delete_; | 
|  |  | 
|  | CERES_DISALLOW_COPY_AND_ASSIGN(ProblemImpl); | 
|  | }; | 
|  |  | 
|  | }  // namespace internal | 
|  | }  // namespace ceres | 
|  |  | 
|  | #endif  // CERES_PUBLIC_PROBLEM_IMPL_H_ |