// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2023 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: keir@google.com (Keir Mierle) #ifndef CERES_INTERNAL_BLOCK_JACOBI_PRECONDITIONER_H_ #define CERES_INTERNAL_BLOCK_JACOBI_PRECONDITIONER_H_ #include #include "ceres/block_random_access_diagonal_matrix.h" #include "ceres/internal/disable_warnings.h" #include "ceres/internal/export.h" #include "ceres/preconditioner.h" namespace ceres::internal { class BlockSparseMatrix; class CompressedRowSparseMatrix; // A block Jacobi preconditioner. This is intended for use with // conjugate gradients, or other iterative symmetric solvers. // This version of the preconditioner is for use with BlockSparseMatrix // Jacobians. // // TODO(https://github.com/ceres-solver/ceres-solver/issues/936): // BlockSparseJacobiPreconditioner::RightMultiply will benefit from // multithreading class CERES_NO_EXPORT BlockSparseJacobiPreconditioner : public BlockSparseMatrixPreconditioner { public: // A must remain valid while the BlockJacobiPreconditioner is. explicit BlockSparseJacobiPreconditioner(Preconditioner::Options, const BlockSparseMatrix& A); ~BlockSparseJacobiPreconditioner() override; void RightMultiplyAndAccumulate(const double* x, double* y) const final { return m_->RightMultiplyAndAccumulate(x, y); } int num_rows() const final { return m_->num_rows(); } int num_cols() const final { return m_->num_rows(); } const BlockRandomAccessDiagonalMatrix& matrix() const { return *m_; } private: bool UpdateImpl(const BlockSparseMatrix& A, const double* D) final; Preconditioner::Options options_; std::unique_ptr m_; }; // This version of the preconditioner is for use with CompressedRowSparseMatrix // Jacobians. class CERES_NO_EXPORT BlockCRSJacobiPreconditioner : public CompressedRowSparseMatrixPreconditioner { public: // A must remain valid while the BlockJacobiPreconditioner is. explicit BlockCRSJacobiPreconditioner(Preconditioner::Options options, const CompressedRowSparseMatrix& A); ~BlockCRSJacobiPreconditioner() override; void RightMultiplyAndAccumulate(const double* x, double* y) const final { m_->RightMultiplyAndAccumulate(x, y); } int num_rows() const final { return m_->num_rows(); } int num_cols() const final { return m_->num_rows(); } const CompressedRowSparseMatrix& matrix() const { return *m_; } private: bool UpdateImpl(const CompressedRowSparseMatrix& A, const double* D) final; Preconditioner::Options options_; std::vector locks_; std::unique_ptr m_; }; } // namespace ceres::internal #include "ceres/internal/reenable_warnings.h" #endif // CERES_INTERNAL_BLOCK_JACOBI_PRECONDITIONER_H_