// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2015 Google Inc. All rights reserved. // http://ceres-solver.org/ // // 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) // // Interface for matrices that allow block based random access. #ifndef CERES_INTERNAL_BLOCK_RANDOM_ACCESS_MATRIX_H_ #define CERES_INTERNAL_BLOCK_RANDOM_ACCESS_MATRIX_H_ #include #include "ceres/internal/export.h" namespace ceres { namespace internal { // A matrix implementing the BlockRandomAccessMatrix interface is a // matrix whose rows and columns are divided into blocks. For example // the matrix A: // // 3 4 5 // A = 5 [c_11 c_12 c_13] // 4 [c_21 c_22 c_23] // // has row blocks of size 5 and 4, and column blocks of size 3, 4 and // 5. It has six cells corresponding to the six row-column block // combinations. // // BlockRandomAccessMatrix objects provide access to cells c_ij using // the GetCell method. when a cell is present, GetCell will return a // CellInfo object containing a pointer to an array which contains the // cell as a submatrix and a mutex that guards this submatrix. If the // user is accessing the matrix concurrently, it is his responsibility // to use the mutex to exclude other writers from writing to the cell // concurrently. // // There is no requirement that all cells be present, i.e. the matrix // itself can be block sparse. When a cell is not present, the GetCell // method will return a nullptr pointer. // // There is no requirement about how the cells are stored beyond that // form a dense submatrix of a larger dense matrix. Like everywhere // else in Ceres, RowMajor storage assumed. // // Example usage: // // BlockRandomAccessMatrix* A = new BlockRandomAccessMatrixSubClass(...) // // int row, col, row_stride, col_stride; // CellInfo* cell = A->GetCell(row_block_id, col_block_id, // &row, &col, // &row_stride, &col_stride); // // if (cell != nullptr) { // MatrixRef m(cell->values, row_stride, col_stride); // std::lock_guard l(&cell->m); // m.block(row, col, row_block_size, col_block_size) = ... // } // Structure to carry a pointer to the array containing a cell and the // mutex guarding it. struct CERES_NO_EXPORT CellInfo { CellInfo() = default; explicit CellInfo(double* values) : values(values) {} double* values{nullptr}; std::mutex m; }; class CERES_NO_EXPORT BlockRandomAccessMatrix { public: virtual ~BlockRandomAccessMatrix(); // If the cell (row_block_id, col_block_id) is present, then return // a CellInfo with a pointer to the dense matrix containing it, // otherwise return nullptr. The dense matrix containing this cell has // size row_stride, col_stride and the cell is located at position // (row, col) within this matrix. // // The size of the cell is row_block_size x col_block_size is // assumed known to the caller. row_block_size less than or equal to // row_stride and col_block_size is upper bounded by col_stride. virtual CellInfo* GetCell(int row_block_id, int col_block_id, int* row, int* col, int* row_stride, int* col_stride) = 0; // Zero out the values of the array. The structure of the matrix // (size and sparsity) is preserved. virtual void SetZero() = 0; // Number of scalar rows and columns in the matrix, i.e the sum of // all row blocks and column block sizes respectively. virtual int num_rows() const = 0; virtual int num_cols() const = 0; }; } // namespace internal } // namespace ceres #endif // CERES_INTERNAL_BLOCK_RANDOM_ACCESS_MATRIX_H_