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      1 // Ceres Solver - A fast non-linear least squares minimizer
      2 // Copyright 2014 Google Inc. All rights reserved.
      3 // http://code.google.com/p/ceres-solver/
      4 //
      5 // Redistribution and use in source and binary forms, with or without
      6 // modification, are permitted provided that the following conditions are met:
      7 //
      8 // * Redistributions of source code must retain the above copyright notice,
      9 //   this list of conditions and the following disclaimer.
     10 // * Redistributions in binary form must reproduce the above copyright notice,
     11 //   this list of conditions and the following disclaimer in the documentation
     12 //   and/or other materials provided with the distribution.
     13 // * Neither the name of Google Inc. nor the names of its contributors may be
     14 //   used to endorse or promote products derived from this software without
     15 //   specific prior written permission.
     16 //
     17 // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
     18 // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
     19 // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
     20 // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
     21 // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
     22 // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
     23 // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
     24 // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
     25 // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
     26 // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
     27 // POSSIBILITY OF SUCH DAMAGE.
     28 //
     29 // Author: richie.stebbing (at) gmail.com (Richard Stebbing)
     30 //
     31 // A jacobian writer that directly writes to dynamic compressed row sparse
     32 // matrices.
     33 
     34 #ifndef CERES_INTERNAL_DYNAMIC_COMPRESSED_ROW_JACOBIAN_WRITER_H_
     35 #define CERES_INTERNAL_DYNAMIC_COMPRESSED_ROW_JACOBIAN_WRITER_H_
     36 
     37 #include "ceres/evaluator.h"
     38 #include "ceres/scratch_evaluate_preparer.h"
     39 
     40 namespace ceres {
     41 namespace internal {
     42 
     43 class Program;
     44 class SparseMatrix;
     45 
     46 class DynamicCompressedRowJacobianWriter {
     47  public:
     48   DynamicCompressedRowJacobianWriter(Evaluator::Options /* ignored */,
     49                                      Program* program)
     50     : program_(program) {
     51   }
     52 
     53   // JacobianWriter interface.
     54 
     55   // The compressed row matrix has different layout than that assumed by
     56   // the cost functions. The scratch space is therefore used to store
     57   // the jacobians (including zeros) temporarily before only the non-zero
     58   // entries are copied over to the larger jacobian in `Write`.
     59   ScratchEvaluatePreparer* CreateEvaluatePreparers(int num_threads);
     60 
     61   // Return a `DynamicCompressedRowSparseMatrix` which is filled by
     62   // `Write`. Note that `Finalize` must be called to make the
     63   // `CompressedRowSparseMatrix` interface valid.
     64   SparseMatrix* CreateJacobian() const;
     65 
     66   // Write only the non-zero jacobian entries for a residual block
     67   // (specified by `residual_id`) into `base_jacobian`, starting at the row
     68   // specifed by `residual_offset`.
     69   //
     70   // This method is thread-safe over residual blocks (each `residual_id`).
     71   void Write(int residual_id,
     72              int residual_offset,
     73              double **jacobians,
     74              SparseMatrix* base_jacobian);
     75 
     76  private:
     77   Program* program_;
     78 };
     79 
     80 }  // namespace internal
     81 }  // namespace ceres
     82 
     83 #endif // CERES_INTERNAL_DYNAMIC_COMPRESSED_ROW_JACOBIAN_WRITER_H_
     84