// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2010, 2011, 2012 Google Inc. All rights reserved. // http://code.google.com/p/ceres-solver/ // // 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: sameeragarwal@google.com (Sameer Agarwal) #include "ceres/residual_block_utils.h" #include <cmath> #include <cstddef> #include <limits> #include "ceres/array_utils.h" #include "ceres/internal/eigen.h" #include "ceres/internal/port.h" #include "ceres/parameter_block.h" #include "ceres/residual_block.h" #include "ceres/stringprintf.h" #include "glog/logging.h" namespace ceres { namespace internal { void InvalidateEvaluation(const ResidualBlock& block, double* cost, double* residuals, double** jacobians) { const int num_parameter_blocks = block.NumParameterBlocks(); const int num_residuals = block.NumResiduals(); InvalidateArray(1, cost); InvalidateArray(num_residuals, residuals); if (jacobians != NULL) { for (int i = 0; i < num_parameter_blocks; ++i) { const int parameter_block_size = block.parameter_blocks()[i]->Size(); InvalidateArray(num_residuals * parameter_block_size, jacobians[i]); } } } // Utility routine to print an array of doubles to a string. If the // array pointer is NULL, it is treated as an array of zeros. void AppendArrayToString(const int size, const double* x, string* result) { for (int i = 0; i < size; ++i) { if (x == NULL) { StringAppendF(result, "Not Computed "); } else { if (x[i] == kImpossibleValue) { StringAppendF(result, "Uninitialized "); } else { StringAppendF(result, "%12g ", x[i]); } } } } string EvaluationToString(const ResidualBlock& block, double const* const* parameters, double* cost, double* residuals, double** jacobians) { CHECK_NOTNULL(cost); CHECK_NOTNULL(residuals); const int num_parameter_blocks = block.NumParameterBlocks(); const int num_residuals = block.NumResiduals(); string result = ""; StringAppendF(&result, "Residual Block size: %d parameter blocks x %d residuals\n\n", num_parameter_blocks, num_residuals); result += "For each parameter block, the value of the parameters are printed in the first column \n" // NOLINT "and the value of the jacobian under the corresponding residual. If a ParameterBlock was \n" // NOLINT "held constant then the corresponding jacobian is printed as 'Not Computed'. If an entry \n" // NOLINT "of the Jacobian/residual array was requested but was not written to by user code, it is \n" // NOLINT "indicated by 'Uninitialized'. This is an error. Residuals or Jacobian values evaluating \n" // NOLINT "to Inf or NaN is also an error. \n\n"; // NOLINT string space = "Residuals: "; result += space; AppendArrayToString(num_residuals, residuals, &result); StringAppendF(&result, "\n\n"); for (int i = 0; i < num_parameter_blocks; ++i) { const int parameter_block_size = block.parameter_blocks()[i]->Size(); StringAppendF( &result, "Parameter Block %d, size: %d\n", i, parameter_block_size); StringAppendF(&result, "\n"); for (int j = 0; j < parameter_block_size; ++j) { AppendArrayToString(1, parameters[i] + j, &result); StringAppendF(&result, "| "); for (int k = 0; k < num_residuals; ++k) { AppendArrayToString(1, (jacobians != NULL && jacobians[i] != NULL) ? jacobians[i] + k * parameter_block_size + j : NULL, &result); } StringAppendF(&result, "\n"); } StringAppendF(&result, "\n"); } StringAppendF(&result, "\n"); return result; } bool IsEvaluationValid(const ResidualBlock& block, double const* const* parameters, double* cost, double* residuals, double** jacobians) { const int num_parameter_blocks = block.NumParameterBlocks(); const int num_residuals = block.NumResiduals(); if (!IsArrayValid(num_residuals, residuals)) { return false; } if (jacobians != NULL) { for (int i = 0; i < num_parameter_blocks; ++i) { const int parameter_block_size = block.parameter_blocks()[i]->Size(); if (!IsArrayValid(num_residuals * parameter_block_size, jacobians[i])) { return false; } } } return true; } } // namespace internal } // namespace ceres