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85 lines
4.1 KiB
85 lines
4.1 KiB
5 months ago
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// Ceres Solver - A fast non-linear least squares minimizer
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// Copyright 2023 Google Inc. All rights reserved.
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// http://ceres-solver.org/
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//
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// Redistribution and use in source and binary forms, with or without
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// modification, are permitted provided that the following conditions are met:
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//
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// * Redistributions of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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// * Redistributions in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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// * Neither the name of Google Inc. nor the names of its contributors may be
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// used to endorse or promote products derived from this software without
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// specific prior written permission.
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//
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// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
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// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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// POSSIBILITY OF SUCH DAMAGE.
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//
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// Author: mierle@gmail.com (Keir Mierle)
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#ifndef CERES_PUBLIC_EVALUATION_CALLBACK_H_
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#define CERES_PUBLIC_EVALUATION_CALLBACK_H_
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#include "ceres/internal/export.h"
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namespace ceres {
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// Using this callback interface, Ceres can notify you when it is
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// about to evaluate the residuals or jacobians. With the callback,
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// you can share computation between residual blocks by doing the
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// shared computation in PrepareForEvaluation() before Ceres calls
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// CostFunction::Evaluate(). It also enables caching results between a
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// pure residual evaluation and a residual & jacobian evaluation, via
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// the new_evaluation_point argument.
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//
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// One use case for this callback is if the cost function compute is
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// moved to the GPU. In that case, the prepare call does the actual
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// cost function evaluation, and subsequent calls from Ceres to the
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// actual cost functions merely copy the results from the GPU onto the
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// corresponding blocks for Ceres to plug into the solver.
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//
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// NOTE: Ceres provides no mechanism to share data other than the
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// notification from the callback. Users must provide access to
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// pre-computed shared data to their cost functions behind the scenes;
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// this all happens without Ceres knowing.
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//
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// One approach is to put a pointer to the shared data in each cost
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// function (recommended) or to use a global shared variable
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// (discouraged; bug-prone). As far as Ceres is concerned, it is
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// evaluating cost functions like any other; it just so happens that
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// behind the scenes the cost functions reuse pre-computed data to
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// execute faster.
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class CERES_EXPORT EvaluationCallback {
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public:
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virtual ~EvaluationCallback();
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// Called before Ceres requests residuals or jacobians for a given setting of
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// the parameters. User parameters (the double* values provided to the cost
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// functions) are fixed until the next call to PrepareForEvaluation().
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//
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// If evaluate_jacobians == true, then the user provided CostFunctions will be
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// asked to evaluate one or more of their Jacobians.
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//
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// If new_evaluation_point == true, then this is a new point that is different
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// from the last evaluated point. Otherwise, it is the same point that was
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// evaluated previously (either jacobian or residual) and the user can use
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// cached results from previous evaluations.
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virtual void PrepareForEvaluation(bool evaluate_jacobians,
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bool new_evaluation_point) = 0;
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};
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} // namespace ceres
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#endif // CERES_PUBLIC_EVALUATION_CALLBACK_H_
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