179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Ceres Solver - A fast non-linear least squares minimizer
279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Copyright 2013 Google Inc. All rights reserved.
379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// http://code.google.com/p/ceres-solver/
479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Redistribution and use in source and binary forms, with or without
679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// modification, are permitted provided that the following conditions are met:
779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Redistributions of source code must retain the above copyright notice,
979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   this list of conditions and the following disclaimer.
1079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Redistributions in binary form must reproduce the above copyright notice,
1179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   this list of conditions and the following disclaimer in the documentation
1279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   and/or other materials provided with the distribution.
1379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Neither the name of Google Inc. nor the names of its contributors may be
1479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   used to endorse or promote products derived from this software without
1579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   specific prior written permission.
1679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
1779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
1879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
1979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
2079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
2179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
2279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
2379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
2479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
2579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
2679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
2779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// POSSIBILITY OF SUCH DAMAGE.
2879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
2979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Author: sameeragarwal@google.com (Sameer Agarwal)
3079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
3179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/block_random_access_diagonal_matrix.h"
3279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
3379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <algorithm>
3479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <set>
3579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <utility>
3679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <vector>
3779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/internal/port.h"
3879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/internal/scoped_ptr.h"
3979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/triplet_sparse_matrix.h"
4079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/types.h"
4179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/stl_util.h"
4279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "glog/logging.h"
4379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
4479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandeznamespace ceres {
4579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandeznamespace internal {
4679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
4779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos HernandezBlockRandomAccessDiagonalMatrix::BlockRandomAccessDiagonalMatrix(
4879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    const vector<int>& blocks)
4979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    : blocks_(blocks) {
5079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // Build the row/column layout vector and count the number of scalar
5179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // rows/columns.
5279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int num_cols = 0;
5379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int num_nonzeros = 0;
5479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  vector<int> col_layout;
5579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < blocks_.size(); ++i) {
5679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    col_layout.push_back(num_cols);
5779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    num_cols += blocks_[i];
5879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    num_nonzeros += blocks_[i] * blocks_[i];
5979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
6079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
6179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  VLOG(1) << "Matrix Size [" << num_cols
6279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez          << "," << num_cols
6379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez          << "] " << num_nonzeros;
6479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
6579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  tsm_.reset(new TripletSparseMatrix(num_cols, num_cols, num_nonzeros));
6679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  tsm_->set_num_nonzeros(num_nonzeros);
6779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int* rows = tsm_->mutable_rows();
6879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int* cols = tsm_->mutable_cols();
6979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  double* values = tsm_->mutable_values();
7079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
7179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int pos = 0;
7279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < blocks_.size(); ++i) {
7379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    const int block_size = blocks_[i];
7479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    layout_.push_back(new CellInfo(values + pos));
7579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    const int block_begin = col_layout[i];
7679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    for (int r = 0; r < block_size; ++r) {
7779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      for (int c = 0; c < block_size; ++c, ++pos) {
7879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez        rows[pos] = block_begin + r;
7979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez        cols[pos] = block_begin + c;
8079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      }
8179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    }
8279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
8379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
8479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
8579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Assume that the user does not hold any locks on any cell blocks
8679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// when they are calling SetZero.
8779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos HernandezBlockRandomAccessDiagonalMatrix::~BlockRandomAccessDiagonalMatrix() {
8879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  STLDeleteContainerPointers(layout_.begin(), layout_.end());
8979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
9079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
9179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos HernandezCellInfo* BlockRandomAccessDiagonalMatrix::GetCell(int row_block_id,
9279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int col_block_id,
9379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int* row,
9479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int* col,
9579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int* row_stride,
9679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int* col_stride) {
9779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  if (row_block_id != col_block_id) {
9879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    return NULL;
9979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
10079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  const int stride = blocks_[row_block_id];
10179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
10279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // Each cell is stored contiguously as its own little dense matrix.
10379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  *row = 0;
10479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  *col = 0;
10579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  *row_stride = stride;
10679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  *col_stride = stride;
10779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  return layout_[row_block_id];
10879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
10979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
11079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Assume that the user does not hold any locks on any cell blocks
11179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// when they are calling SetZero.
11279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid BlockRandomAccessDiagonalMatrix::SetZero() {
11379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  if (tsm_->num_nonzeros()) {
11479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    VectorRef(tsm_->mutable_values(),
11579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez              tsm_->num_nonzeros()).setZero();
11679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
11779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
11879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
11979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}  // namespace internal
12079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}  // namespace ceres
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