// 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/residual_block_utils.h" #include #include #include #include "ceres/cost_function.h" #include "ceres/parameter_block.h" #include "ceres/residual_block.h" #include "ceres/sized_cost_function.h" #include "gtest/gtest.h" namespace ceres { namespace internal { // Routine to check if ResidualBlock::Evaluate for unary CostFunction // with one residual succeeds with true or dies. static void CheckEvaluation(const CostFunction& cost_function, bool is_good) { double x = 1.0; ParameterBlock parameter_block(&x, 1, -1); std::vector parameter_blocks; parameter_blocks.push_back(¶meter_block); ResidualBlock residual_block(&cost_function, nullptr, parameter_blocks, -1); std::unique_ptr scratch( new double[residual_block.NumScratchDoublesForEvaluate()]); double cost; double residuals; double jacobian; double* jacobians[] = {&jacobian}; EXPECT_EQ(residual_block.Evaluate( true, &cost, &residuals, jacobians, scratch.get()), is_good); } // A CostFunction that behaves normally, i.e., it computes numerically // valid residuals and jacobians. class GoodCostFunction : public SizedCostFunction<1, 1> { public: bool Evaluate(double const* const* parameters, double* residuals, double** jacobians) const final { residuals[0] = 1; if (jacobians != nullptr && jacobians[0] != nullptr) { jacobians[0][0] = 0.0; } return true; } }; // The following four CostFunctions simulate the different ways in // which user code can cause ResidualBlock::Evaluate to fail. class NoResidualUpdateCostFunction : public SizedCostFunction<1, 1> { public: bool Evaluate(double const* const* parameters, double* residuals, double** jacobians) const final { // Forget to update the residuals. // residuals[0] = 1; if (jacobians != nullptr && jacobians[0] != nullptr) { jacobians[0][0] = 0.0; } return true; } }; class NoJacobianUpdateCostFunction : public SizedCostFunction<1, 1> { public: bool Evaluate(double const* const* parameters, double* residuals, double** jacobians) const final { residuals[0] = 1; if (jacobians != nullptr && jacobians[0] != nullptr) { // Forget to update the jacobians. // jacobians[0][0] = 0.0; } return true; } }; class BadResidualCostFunction : public SizedCostFunction<1, 1> { public: bool Evaluate(double const* const* parameters, double* residuals, double** jacobians) const final { residuals[0] = std::numeric_limits::infinity(); if (jacobians != nullptr && jacobians[0] != nullptr) { jacobians[0][0] = 0.0; } return true; } }; class BadJacobianCostFunction : public SizedCostFunction<1, 1> { public: bool Evaluate(double const* const* parameters, double* residuals, double** jacobians) const final { residuals[0] = 1.0; if (jacobians != nullptr && jacobians[0] != nullptr) { jacobians[0][0] = std::numeric_limits::quiet_NaN(); } return true; } }; // Note: It is preferable to write the below test as: // // CheckEvaluation(GoodCostFunction(), true); // CheckEvaluation(NoResidualUpdateCostFunction(), false); // CheckEvaluation(NoJacobianUpdateCostFunction(), false); // ... // // however, there is a bug in the version of GCC on Mac OS X we tested, which // requires the objects get put into local variables instead of getting // instantiated on the stack. TEST(ResidualBlockUtils, CheckAllCombinationsOfBadness) { GoodCostFunction good_fun; CheckEvaluation(good_fun, true); NoResidualUpdateCostFunction no_residual; CheckEvaluation(no_residual, false); NoJacobianUpdateCostFunction no_jacobian; CheckEvaluation(no_jacobian, false); BadResidualCostFunction bad_residual; CheckEvaluation(bad_residual, false); BadJacobianCostFunction bad_jacobian; CheckEvaluation(bad_jacobian, false); } } // namespace internal } // namespace ceres