evaluator.cc 3.9 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: keir@google.com (Keir Mierle)
  30. #include "ceres/evaluator.h"
  31. #include <memory>
  32. #include <vector>
  33. #include "ceres/block_evaluate_preparer.h"
  34. #include "ceres/block_jacobian_writer.h"
  35. #include "ceres/compressed_row_jacobian_writer.h"
  36. #include "ceres/compressed_row_sparse_matrix.h"
  37. #include "ceres/crs_matrix.h"
  38. #include "ceres/dense_jacobian_writer.h"
  39. #include "ceres/dynamic_compressed_row_finalizer.h"
  40. #include "ceres/dynamic_compressed_row_jacobian_writer.h"
  41. #include "ceres/internal/export.h"
  42. #include "ceres/program_evaluator.h"
  43. #include "ceres/scratch_evaluate_preparer.h"
  44. #include "glog/logging.h"
  45. namespace ceres::internal {
  46. Evaluator::~Evaluator() = default;
  47. std::unique_ptr<Evaluator> Evaluator::Create(const Evaluator::Options& options,
  48. Program* program,
  49. std::string* error) {
  50. CHECK(options.context != nullptr);
  51. switch (options.linear_solver_type) {
  52. case DENSE_QR:
  53. case DENSE_NORMAL_CHOLESKY:
  54. return std::make_unique<
  55. ProgramEvaluator<ScratchEvaluatePreparer, DenseJacobianWriter>>(
  56. options, program);
  57. case DENSE_SCHUR:
  58. case SPARSE_SCHUR:
  59. case ITERATIVE_SCHUR:
  60. case CGNR: {
  61. if (options.sparse_linear_algebra_library_type == CUDA_SPARSE) {
  62. return std::make_unique<ProgramEvaluator<ScratchEvaluatePreparer,
  63. CompressedRowJacobianWriter>>(
  64. options, program);
  65. } else {
  66. return std::make_unique<
  67. ProgramEvaluator<BlockEvaluatePreparer, BlockJacobianWriter>>(
  68. options, program);
  69. }
  70. }
  71. case SPARSE_NORMAL_CHOLESKY:
  72. if (options.dynamic_sparsity) {
  73. return std::make_unique<
  74. ProgramEvaluator<ScratchEvaluatePreparer,
  75. DynamicCompressedRowJacobianWriter,
  76. DynamicCompressedRowJacobianFinalizer>>(options,
  77. program);
  78. } else {
  79. return std::make_unique<
  80. ProgramEvaluator<BlockEvaluatePreparer, BlockJacobianWriter>>(
  81. options, program);
  82. }
  83. default:
  84. *error = "Invalid Linear Solver Type. Unable to create evaluator.";
  85. return nullptr;
  86. }
  87. }
  88. } // namespace ceres::internal