residual_block_utils.h 3.4 KB

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  1. // Ceres Solver - A fast non-linear least squares minimizer
  2. // Copyright 2023 Google Inc. All rights reserved.
  3. // http://ceres-solver.org/
  4. //
  5. // Redistribution and use in source and binary forms, with or without
  6. // modification, are permitted provided that the following conditions are met:
  7. //
  8. // * Redistributions of source code must retain the above copyright notice,
  9. // this list of conditions and the following disclaimer.
  10. // * Redistributions in binary form must reproduce the above copyright notice,
  11. // this list of conditions and the following disclaimer in the documentation
  12. // and/or other materials provided with the distribution.
  13. // * Neither the name of Google Inc. nor the names of its contributors may be
  14. // used to endorse or promote products derived from this software without
  15. // specific prior written permission.
  16. //
  17. // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
  18. // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
  19. // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
  20. // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
  21. // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
  22. // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
  23. // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
  24. // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
  25. // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
  26. // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
  27. // POSSIBILITY OF SUCH DAMAGE.
  28. //
  29. // Author: sameeragarwal@google.com (Sameer Agarwal)
  30. //
  31. // Utility routines for ResidualBlock evaluation.
  32. //
  33. // These are useful for detecting two common class of errors.
  34. //
  35. // 1. Uninitialized memory - where the user for some reason did not
  36. // compute part of a cost/residual/jacobian.
  37. //
  38. // 2. Numerical failure while computing the cost/residual/jacobian,
  39. // e.g. NaN, infinities etc. This is particularly useful since the
  40. // automatic differentiation code does computations that are not
  41. // evident to the user and can silently generate hard to debug errors.
  42. #ifndef CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_
  43. #define CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_
  44. #include <string>
  45. #include "ceres/internal/export.h"
  46. namespace ceres::internal {
  47. class ResidualBlock;
  48. // Invalidate cost, resdual and jacobian arrays (if not nullptr).
  49. CERES_NO_EXPORT
  50. void InvalidateEvaluation(const ResidualBlock& block,
  51. double* cost,
  52. double* residuals,
  53. double** jacobians);
  54. // Check if any of the arrays cost, residuals or jacobians contains an
  55. // NaN, return true if it does.
  56. CERES_NO_EXPORT
  57. bool IsEvaluationValid(const ResidualBlock& block,
  58. double const* const* parameters,
  59. double* residuals,
  60. double** jacobians);
  61. // Create a string representation of the Residual block containing the
  62. // value of the parameters, residuals and jacobians if present.
  63. // Useful for debugging output.
  64. CERES_NO_EXPORT
  65. std::string EvaluationToString(const ResidualBlock& block,
  66. double const* const* parameters,
  67. double* cost,
  68. double* residuals,
  69. double** jacobians);
  70. } // namespace ceres::internal
  71. #endif // CERES_INTERNAL_RESIDUAL_BLOCK_UTILS_H_