Blame internal/ceres/detect_structure.cc

Packit ea1746
// Ceres Solver - A fast non-linear least squares minimizer
Packit ea1746
// Copyright 2015 Google Inc. All rights reserved.
Packit ea1746
// http://ceres-solver.org/
Packit ea1746
//
Packit ea1746
// Redistribution and use in source and binary forms, with or without
Packit ea1746
// modification, are permitted provided that the following conditions are met:
Packit ea1746
//
Packit ea1746
// * Redistributions of source code must retain the above copyright notice,
Packit ea1746
//   this list of conditions and the following disclaimer.
Packit ea1746
// * Redistributions in binary form must reproduce the above copyright notice,
Packit ea1746
//   this list of conditions and the following disclaimer in the documentation
Packit ea1746
//   and/or other materials provided with the distribution.
Packit ea1746
// * Neither the name of Google Inc. nor the names of its contributors may be
Packit ea1746
//   used to endorse or promote products derived from this software without
Packit ea1746
//   specific prior written permission.
Packit ea1746
//
Packit ea1746
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
Packit ea1746
// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
Packit ea1746
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
Packit ea1746
// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
Packit ea1746
// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
Packit ea1746
// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
Packit ea1746
// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
Packit ea1746
// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
Packit ea1746
// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
Packit ea1746
// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
Packit ea1746
// POSSIBILITY OF SUCH DAMAGE.
Packit ea1746
//
Packit ea1746
// Author: sameeragarwal@google.com (Sameer Agarwal)
Packit ea1746
Packit ea1746
#include "ceres/detect_structure.h"
Packit ea1746
#include "ceres/internal/eigen.h"
Packit ea1746
#include "glog/logging.h"
Packit ea1746
Packit ea1746
namespace ceres {
Packit ea1746
namespace internal {
Packit ea1746
Packit ea1746
void DetectStructure(const CompressedRowBlockStructure& bs,
Packit ea1746
                     const int num_eliminate_blocks,
Packit ea1746
                     int* row_block_size,
Packit ea1746
                     int* e_block_size,
Packit ea1746
                     int* f_block_size) {
Packit ea1746
  const int num_row_blocks = bs.rows.size();
Packit ea1746
  *row_block_size = 0;
Packit ea1746
  *e_block_size = 0;
Packit ea1746
  *f_block_size = 0;
Packit ea1746
Packit ea1746
  // Iterate over row blocks of the matrix, checking if row_block,
Packit ea1746
  // e_block or f_block sizes remain constant.
Packit ea1746
  for (int r = 0; r < num_row_blocks; ++r) {
Packit ea1746
    const CompressedRow& row = bs.rows[r];
Packit ea1746
    // We do not care about the sizes of the blocks in rows which do
Packit ea1746
    // not contain e_blocks.
Packit ea1746
    if (row.cells.front().block_id >= num_eliminate_blocks) {
Packit ea1746
      break;
Packit ea1746
    }
Packit ea1746
Packit ea1746
    // Detect fixed or dynamic row block size.
Packit ea1746
    if (*row_block_size == 0) {
Packit ea1746
      *row_block_size = row.block.size;
Packit ea1746
    } else if (*row_block_size != Eigen::Dynamic &&
Packit ea1746
               *row_block_size != row.block.size) {
Packit ea1746
      VLOG(2) << "Dynamic row block size because the block size changed from "
Packit ea1746
              << *row_block_size << " to "
Packit ea1746
              << row.block.size;
Packit ea1746
      *row_block_size = Eigen::Dynamic;
Packit ea1746
    }
Packit ea1746
Packit ea1746
    // Detect fixed or dynamic e-block size.
Packit ea1746
    const int e_block_id = row.cells.front().block_id;
Packit ea1746
    if (*e_block_size == 0) {
Packit ea1746
      *e_block_size = bs.cols[e_block_id].size;
Packit ea1746
    } else if (*e_block_size != Eigen::Dynamic &&
Packit ea1746
               *e_block_size != bs.cols[e_block_id].size) {
Packit ea1746
      VLOG(2) << "Dynamic e block size because the block size changed from "
Packit ea1746
              << *e_block_size << " to "
Packit ea1746
              << bs.cols[e_block_id].size;
Packit ea1746
      *e_block_size = Eigen::Dynamic;
Packit ea1746
    }
Packit ea1746
Packit ea1746
    // Detect fixed or dynamic f-block size. We are only interested in
Packit ea1746
    // rows with e-blocks, and the e-block is always the first block,
Packit ea1746
    // so only rows of size greater than 1 are of interest.
Packit ea1746
    if (row.cells.size() > 1) {
Packit ea1746
      if (*f_block_size == 0) {
Packit ea1746
        const int f_block_id = row.cells[1].block_id;
Packit ea1746
        *f_block_size = bs.cols[f_block_id].size;
Packit ea1746
      }
Packit ea1746
Packit ea1746
      for (int c = 1;
Packit ea1746
           (c < row.cells.size()) && (*f_block_size != Eigen::Dynamic);
Packit ea1746
           ++c) {
Packit ea1746
        const int f_block_id = row.cells[c].block_id;
Packit ea1746
        if (*f_block_size != bs.cols[f_block_id].size) {
Packit ea1746
          VLOG(2) << "Dynamic f block size because the block size "
Packit ea1746
                  << "changed from " << *f_block_size << " to "
Packit ea1746
                  << bs.cols[f_block_id].size;
Packit ea1746
          *f_block_size = Eigen::Dynamic;
Packit ea1746
        }
Packit ea1746
      }
Packit ea1746
    }
Packit ea1746
Packit ea1746
    const bool is_everything_dynamic = (*row_block_size == Eigen::Dynamic &&
Packit ea1746
                                        *e_block_size == Eigen::Dynamic &&
Packit ea1746
                                        *f_block_size == Eigen::Dynamic);
Packit ea1746
    if (is_everything_dynamic) {
Packit ea1746
      break;
Packit ea1746
    }
Packit ea1746
  }
Packit ea1746
Packit ea1746
  CHECK_NE(*row_block_size, 0) << "No rows found";
Packit ea1746
  CHECK_NE(*e_block_size, 0) << "No e type blocks found";
Packit ea1746
  VLOG(1) << "Schur complement static structure <"
Packit ea1746
          << *row_block_size << ","
Packit ea1746
          << *e_block_size << ","
Packit ea1746
          << *f_block_size << ">.";
Packit ea1746
}
Packit ea1746
Packit ea1746
}  // namespace internal
Packit ea1746
}  // namespace ceres