scratch_evaluate_preparer.cc 3.3 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/scratch_evaluate_preparer.h"
  31. #include <memory>
  32. #include "ceres/parameter_block.h"
  33. #include "ceres/program.h"
  34. #include "ceres/residual_block.h"
  35. namespace ceres::internal {
  36. std::unique_ptr<ScratchEvaluatePreparer[]> ScratchEvaluatePreparer::Create(
  37. const Program& program, unsigned num_threads) {
  38. auto preparers = std::make_unique<ScratchEvaluatePreparer[]>(num_threads);
  39. int max_derivatives_per_residual_block =
  40. program.MaxDerivativesPerResidualBlock();
  41. for (unsigned i = 0; i < num_threads; i++) {
  42. preparers[i].Init(max_derivatives_per_residual_block);
  43. }
  44. return preparers;
  45. }
  46. void ScratchEvaluatePreparer::Init(int max_derivatives_per_residual_block) {
  47. jacobian_scratch_ = std::make_unique<double[]>(
  48. static_cast<std::size_t>(max_derivatives_per_residual_block));
  49. }
  50. // Point the jacobian blocks into the scratch area of this evaluate preparer.
  51. void ScratchEvaluatePreparer::Prepare(const ResidualBlock* residual_block,
  52. int /* residual_block_index */,
  53. SparseMatrix* /* jacobian */,
  54. double** jacobians) {
  55. double* jacobian_block_cursor = jacobian_scratch_.get();
  56. int num_residuals = residual_block->NumResiduals();
  57. int num_parameter_blocks = residual_block->NumParameterBlocks();
  58. for (int j = 0; j < num_parameter_blocks; ++j) {
  59. const ParameterBlock* parameter_block =
  60. residual_block->parameter_blocks()[j];
  61. if (parameter_block->IsConstant()) {
  62. jacobians[j] = nullptr;
  63. } else {
  64. jacobians[j] = jacobian_block_cursor;
  65. jacobian_block_cursor += num_residuals * parameter_block->TangentSize();
  66. }
  67. }
  68. }
  69. } // namespace ceres::internal