// 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: mierle@gmail.com (Keir Mierle) #ifndef CERES_PUBLIC_EVALUATION_CALLBACK_H_ #define CERES_PUBLIC_EVALUATION_CALLBACK_H_ #include "ceres/internal/export.h" namespace ceres { // Using this callback interface, Ceres can notify you when it is // about to evaluate the residuals or jacobians. With the callback, // you can share computation between residual blocks by doing the // shared computation in PrepareForEvaluation() before Ceres calls // CostFunction::Evaluate(). It also enables caching results between a // pure residual evaluation and a residual & jacobian evaluation, via // the new_evaluation_point argument. // // One use case for this callback is if the cost function compute is // moved to the GPU. In that case, the prepare call does the actual // cost function evaluation, and subsequent calls from Ceres to the // actual cost functions merely copy the results from the GPU onto the // corresponding blocks for Ceres to plug into the solver. // // NOTE: Ceres provides no mechanism to share data other than the // notification from the callback. Users must provide access to // pre-computed shared data to their cost functions behind the scenes; // this all happens without Ceres knowing. // // One approach is to put a pointer to the shared data in each cost // function (recommended) or to use a global shared variable // (discouraged; bug-prone). As far as Ceres is concerned, it is // evaluating cost functions like any other; it just so happens that // behind the scenes the cost functions reuse pre-computed data to // execute faster. class CERES_EXPORT EvaluationCallback { public: virtual ~EvaluationCallback(); // Called before Ceres requests residuals or jacobians for a given setting of // the parameters. User parameters (the double* values provided to the cost // functions) are fixed until the next call to PrepareForEvaluation(). // // If evaluate_jacobians == true, then the user provided CostFunctions will be // asked to evaluate one or more of their Jacobians. // // If new_evaluation_point == true, then this is a new point that is different // from the last evaluated point. Otherwise, it is the same point that was // evaluated previously (either jacobian or residual) and the user can use // cached results from previous evaluations. virtual void PrepareForEvaluation(bool evaluate_jacobians, bool new_evaluation_point) = 0; }; } // namespace ceres #endif // CERES_PUBLIC_EVALUATION_CALLBACK_H_