// 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: sameeragarwal@google.com (Sameer Agarwal) // // Utility routines for ResidualBlock evaluation. // // These are useful for detecting two common class of errors. // // 1. Uninitialized memory - where the user for some reason did not // compute part of a cost/residual/jacobian. // // 2. Numerical failure while computing the cost/residual/jacobian, // e.g. NaN, infinities etc. This is particularly useful since the // automatic differentiation code does computations that are not // evident to the user and can silently generate hard to debug errors. #ifndef CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_ #define CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_ #include #include "ceres/internal/export.h" namespace ceres { namespace internal { class ResidualBlock; // Invalidate cost, resdual and jacobian arrays (if not nullptr). CERES_NO_EXPORT void InvalidateEvaluation(const ResidualBlock& block, double* cost, double* residuals, double** jacobians); // Check if any of the arrays cost, residuals or jacobians contains an // NaN, return true if it does. CERES_NO_EXPORT bool IsEvaluationValid(const ResidualBlock& block, double const* const* parameters, double* cost, double* residuals, double** jacobians); // Create a string representation of the Residual block containing the // value of the parameters, residuals and jacobians if present. // Useful for debugging output. CERES_NO_EXPORT std::string EvaluationToString(const ResidualBlock& block, double const* const* parameters, double* cost, double* residuals, double** jacobians); } // namespace internal } // namespace ceres #endif // CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_