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Change-Id: Ifccbcabe7a1d9a32a09d28ac4f3f8466696c1a50
80 lines
3.2 KiB
C++
80 lines
3.2 KiB
C++
// Ceres Solver - A fast non-linear least squares minimizer
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// Copyright 2017 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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//
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// A solver for sparse linear least squares problem based on solving
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// the normal equations via a sparse cholesky factorization.
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#ifndef CERES_INTERNAL_SPARSE_NORMAL_CHOLESKY_SOLVER_H_
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#define CERES_INTERNAL_SPARSE_NORMAL_CHOLESKY_SOLVER_H_
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// This include must come before any #ifndef check on Ceres compile options.
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// clang-format off
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#include "ceres/internal/config.h"
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// clang-format on
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#include <memory>
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#include <vector>
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#include "ceres/internal/export.h"
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#include "ceres/linear_solver.h"
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namespace ceres::internal {
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class CompressedRowSparseMatrix;
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class InnerProductComputer;
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class SparseCholesky;
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// Solves the normal equations (A'A + D'D) x = A'b, using the sparse
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// linear algebra library of the user's choice.
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class CERES_NO_EXPORT SparseNormalCholeskySolver
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: public BlockSparseMatrixSolver {
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public:
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explicit SparseNormalCholeskySolver(const LinearSolver::Options& options);
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SparseNormalCholeskySolver(const SparseNormalCholeskySolver&) = delete;
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void operator=(const SparseNormalCholeskySolver&) = delete;
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~SparseNormalCholeskySolver() override;
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private:
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LinearSolver::Summary SolveImpl(BlockSparseMatrix* A,
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const double* b,
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const LinearSolver::PerSolveOptions& options,
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double* x) final;
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const LinearSolver::Options options_;
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Vector rhs_;
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std::unique_ptr<SparseCholesky> sparse_cholesky_;
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std::unique_ptr<InnerProductComputer> inner_product_computer_;
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};
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} // namespace ceres::internal
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#endif // CERES_INTERNAL_SPARSE_NORMAL_CHOLESKY_SOLVER_H_
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