Blame internal/ceres/residual_block_utils.cc

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// Ceres Solver - A fast non-linear least squares minimizer
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// Copyright 2015 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: sameeragarwal@google.com (Sameer Agarwal)
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#include "ceres/residual_block_utils.h"
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#include <cmath>
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#include <cstddef>
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#include <limits>
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#include "ceres/array_utils.h"
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#include "ceres/internal/eigen.h"
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#include "ceres/internal/port.h"
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#include "ceres/parameter_block.h"
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#include "ceres/residual_block.h"
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#include "ceres/stringprintf.h"
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#include "glog/logging.h"
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namespace ceres {
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namespace internal {
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using std::string;
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void InvalidateEvaluation(const ResidualBlock& block,
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                          double* cost,
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                          double* residuals,
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                          double** jacobians) {
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  const int num_parameter_blocks = block.NumParameterBlocks();
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  const int num_residuals = block.NumResiduals();
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  InvalidateArray(1, cost);
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  InvalidateArray(num_residuals, residuals);
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  if (jacobians != NULL) {
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    for (int i = 0; i < num_parameter_blocks; ++i) {
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      const int parameter_block_size = block.parameter_blocks()[i]->Size();
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      InvalidateArray(num_residuals * parameter_block_size, jacobians[i]);
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    }
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  }
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}
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string EvaluationToString(const ResidualBlock& block,
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                          double const* const* parameters,
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                          double* cost,
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                          double* residuals,
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                          double** jacobians) {
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  CHECK_NOTNULL(cost);
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  CHECK_NOTNULL(residuals);
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  const int num_parameter_blocks = block.NumParameterBlocks();
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  const int num_residuals = block.NumResiduals();
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  string result = "";
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  StringAppendF(&result,
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                "Residual Block size: %d parameter blocks x %d residuals\n\n",
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                num_parameter_blocks, num_residuals);
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  result +=
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      "For each parameter block, the value of the parameters are printed in the first column   \n"  // NOLINT
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      "and the value of the jacobian under the corresponding residual. If a ParameterBlock was \n"  // NOLINT
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      "held constant then the corresponding jacobian is printed as 'Not Computed'. If an entry \n"  // NOLINT
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      "of the Jacobian/residual array was requested but was not written to by user code, it is \n"  // NOLINT
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      "indicated by 'Uninitialized'. This is an error. Residuals or Jacobian values evaluating \n"  // NOLINT
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      "to Inf or NaN is also an error.  \n\n"; // NOLINT
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  string space = "Residuals:     ";
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  result += space;
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  AppendArrayToString(num_residuals, residuals, &result);
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  StringAppendF(&result, "\n\n");
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  for (int i = 0; i < num_parameter_blocks; ++i) {
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    const int parameter_block_size = block.parameter_blocks()[i]->Size();
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    StringAppendF(
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        &result, "Parameter Block %d, size: %d\n", i, parameter_block_size);
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    StringAppendF(&result, "\n");
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    for (int j = 0; j < parameter_block_size; ++j) {
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      AppendArrayToString(1, parameters[i] + j, &result);
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      StringAppendF(&result, "| ");
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      for (int k = 0; k < num_residuals; ++k) {
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        AppendArrayToString(1,
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                            (jacobians != NULL && jacobians[i] != NULL)
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                            ? jacobians[i] + k * parameter_block_size + j
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                            : NULL,
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                            &result);
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      }
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      StringAppendF(&result, "\n");
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    }
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    StringAppendF(&result, "\n");
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  }
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  StringAppendF(&result, "\n");
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  return result;
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}
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bool IsEvaluationValid(const ResidualBlock& block,
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                       double const* const* parameters,
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                       double* cost,
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                       double* residuals,
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                       double** jacobians) {
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  const int num_parameter_blocks = block.NumParameterBlocks();
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  const int num_residuals = block.NumResiduals();
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  if (!IsArrayValid(num_residuals, residuals)) {
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    return false;
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  }
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  if (jacobians != NULL) {
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    for (int i = 0; i < num_parameter_blocks; ++i) {
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      const int parameter_block_size = block.parameter_blocks()[i]->Size();
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      if (!IsArrayValid(num_residuals * parameter_block_size, jacobians[i])) {
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        return false;
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      }
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    }
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  }
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  return true;
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}
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}  // namespace internal
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}  // namespace ceres