123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104 |
- // Ceres Solver - A fast non-linear least squares minimizer
- // Copyright 2023 Google Inc. All rights reserved.
- // http://ceres-solver.org/
- //
- // 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: sameeragarwal@google.com (Sameer Agarwal)
- #include "ceres/line_search_preprocessor.h"
- #include <numeric>
- #include <string>
- #include "ceres/casts.h"
- #include "ceres/context_impl.h"
- #include "ceres/evaluator.h"
- #include "ceres/minimizer.h"
- #include "ceres/problem_impl.h"
- #include "ceres/program.h"
- #include "ceres/wall_time.h"
- namespace ceres::internal {
- namespace {
- bool IsProgramValid(const Program& program, std::string* error) {
- if (program.IsBoundsConstrained()) {
- *error = "LINE_SEARCH Minimizer does not support bounds.";
- return false;
- }
- return program.ParameterBlocksAreFinite(error);
- }
- bool SetupEvaluator(PreprocessedProblem* pp) {
- pp->evaluator_options = Evaluator::Options();
- // This ensures that we get a Block Jacobian Evaluator without any
- // requirement on orderings.
- pp->evaluator_options.linear_solver_type = CGNR;
- pp->evaluator_options.num_eliminate_blocks = 0;
- pp->evaluator_options.num_threads = pp->options.num_threads;
- pp->evaluator_options.context = pp->problem->context();
- pp->evaluator_options.evaluation_callback =
- pp->reduced_program->mutable_evaluation_callback();
- pp->evaluator = Evaluator::Create(
- pp->evaluator_options, pp->reduced_program.get(), &pp->error);
- return (pp->evaluator.get() != nullptr);
- }
- } // namespace
- bool LineSearchPreprocessor::Preprocess(const Solver::Options& options,
- ProblemImpl* problem,
- PreprocessedProblem* pp) {
- CHECK(pp != nullptr);
- pp->options = options;
- ChangeNumThreadsIfNeeded(&pp->options);
- pp->problem = problem;
- Program* program = problem->mutable_program();
- if (!IsProgramValid(*program, &pp->error)) {
- return false;
- }
- pp->reduced_program = program->CreateReducedProgram(
- &pp->removed_parameter_blocks, &pp->fixed_cost, &pp->error);
- if (pp->reduced_program.get() == nullptr) {
- return false;
- }
- if (pp->reduced_program->NumParameterBlocks() == 0) {
- return true;
- }
- if (!SetupEvaluator(pp)) {
- return false;
- }
- SetupCommonMinimizerOptions(pp);
- return true;
- }
- } // namespace ceres::internal
|