// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2015 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: sameragarwal@google.com (Sameer Agarwal) #include "ceres/preprocessor.h" #include #include "ceres/callbacks.h" #include "ceres/gradient_checking_cost_function.h" #include "ceres/line_search_preprocessor.h" #include "ceres/parallel_for.h" #include "ceres/problem_impl.h" #include "ceres/solver.h" #include "ceres/trust_region_preprocessor.h" namespace ceres::internal { std::unique_ptr Preprocessor::Create( MinimizerType minimizer_type) { if (minimizer_type == TRUST_REGION) { return std::make_unique(); } if (minimizer_type == LINE_SEARCH) { return std::make_unique(); } LOG(FATAL) << "Unknown minimizer_type: " << minimizer_type; return nullptr; } Preprocessor::~Preprocessor() = default; void ChangeNumThreadsIfNeeded(Solver::Options* options) { if (options->num_threads == 1) { return; } const int num_threads_available = MaxNumThreadsAvailable(); if (options->num_threads > num_threads_available) { LOG(WARNING) << "Specified options.num_threads: " << options->num_threads << " exceeds maximum available from the threading model Ceres " << "was compiled with: " << num_threads_available << ". Bounding to maximum number available."; options->num_threads = num_threads_available; } } void SetupCommonMinimizerOptions(PreprocessedProblem* pp) { const Solver::Options& options = pp->options; Program* program = pp->reduced_program.get(); // Assuming that the parameter blocks in the program have been // reordered as needed, extract them into a contiguous vector. pp->reduced_parameters.resize(program->NumParameters()); double* reduced_parameters = pp->reduced_parameters.data(); program->ParameterBlocksToStateVector(reduced_parameters); auto context = pp->problem->context(); Minimizer::Options& minimizer_options = pp->minimizer_options; minimizer_options = Minimizer::Options(options); minimizer_options.evaluator = pp->evaluator; minimizer_options.context = context; if (options.logging_type != SILENT) { pp->logging_callback = std::make_unique( options.minimizer_type, options.minimizer_progress_to_stdout); minimizer_options.callbacks.insert(minimizer_options.callbacks.begin(), pp->logging_callback.get()); } if (options.update_state_every_iteration) { pp->state_updating_callback = std::make_unique(program, reduced_parameters); // This must get pushed to the front of the callbacks so that it // is run before any of the user callbacks. minimizer_options.callbacks.insert(minimizer_options.callbacks.begin(), pp->state_updating_callback.get()); } } } // namespace ceres::internal