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Diffstat (limited to 'internal/ceres/dynamic_compressed_row_jacobian_writer.cc')
-rw-r--r-- | internal/ceres/dynamic_compressed_row_jacobian_writer.cc | 107 |
1 files changed, 107 insertions, 0 deletions
diff --git a/internal/ceres/dynamic_compressed_row_jacobian_writer.cc b/internal/ceres/dynamic_compressed_row_jacobian_writer.cc new file mode 100644 index 0000000..2f01617 --- /dev/null +++ b/internal/ceres/dynamic_compressed_row_jacobian_writer.cc @@ -0,0 +1,107 @@ +// Ceres Solver - A fast non-linear least squares minimizer +// Copyright 2014 Google Inc. All rights reserved. +// http://code.google.com/p/ceres-solver/ +// +// 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: richie.stebbing@gmail.com (Richard Stebbing) + +#include "ceres/compressed_row_jacobian_writer.h" +#include "ceres/dynamic_compressed_row_jacobian_writer.h" +#include "ceres/casts.h" +#include "ceres/dynamic_compressed_row_sparse_matrix.h" +#include "ceres/parameter_block.h" +#include "ceres/program.h" +#include "ceres/residual_block.h" + +namespace ceres { +namespace internal { + +ScratchEvaluatePreparer* +DynamicCompressedRowJacobianWriter::CreateEvaluatePreparers(int num_threads) { + return ScratchEvaluatePreparer::Create(*program_, num_threads); +} + +SparseMatrix* DynamicCompressedRowJacobianWriter::CreateJacobian() const { + // Initialize `jacobian` with zero number of `max_num_nonzeros`. + const int num_residuals = program_->NumResiduals(); + const int num_effective_parameters = program_->NumEffectiveParameters(); + + DynamicCompressedRowSparseMatrix* jacobian = + new DynamicCompressedRowSparseMatrix(num_residuals, + num_effective_parameters, + 0); + + CompressedRowJacobianWriter::PopulateJacobianRowAndColumnBlockVectors( + program_, jacobian); + + return jacobian; +} + +void DynamicCompressedRowJacobianWriter::Write(int residual_id, + int residual_offset, + double **jacobians, + SparseMatrix* base_jacobian) { + DynamicCompressedRowSparseMatrix* jacobian = + down_cast<DynamicCompressedRowSparseMatrix*>(base_jacobian); + + // Get the `residual_block` of interest. + const ResidualBlock* residual_block = + program_->residual_blocks()[residual_id]; + const int num_residuals = residual_block->NumResiduals(); + + vector<pair<int, int> > evaluated_jacobian_blocks; + CompressedRowJacobianWriter::GetOrderedParameterBlocks( + program_, residual_id, &evaluated_jacobian_blocks); + + // `residual_offset` is the residual row in the global jacobian. + // Empty the jacobian rows. + jacobian->ClearRows(residual_offset, num_residuals); + + // Iterate over each parameter block. + for (int i = 0; i < evaluated_jacobian_blocks.size(); ++i) { + const ParameterBlock* parameter_block = + program_->parameter_blocks()[evaluated_jacobian_blocks[i].first]; + const int parameter_block_jacobian_index = + evaluated_jacobian_blocks[i].second; + const int parameter_block_size = parameter_block->LocalSize(); + + // For each parameter block only insert its non-zero entries. + for (int r = 0; r < num_residuals; ++r) { + for (int c = 0; c < parameter_block_size; ++c) { + const double& v = jacobians[parameter_block_jacobian_index][ + r * parameter_block_size + c]; + // Only insert non-zero entries. + if (v != 0.0) { + jacobian->InsertEntry( + residual_offset + r, parameter_block->delta_offset() + c, v); + } + } + } + } +} + +} // namespace internal +} // namespace ceres |