/*! \file */ /* ************************************************************************ * Copyright (C) 2025 Advanced Micro Devices, Inc. All rights Reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. * * ************************************************************************ */ #ifndef HIPSPARSE_DENSE2CSR_H #define HIPSPARSE_DENSE2CSR_H #ifdef __cplusplus extern "C" { #endif #if(!defined(CUDART_VERSION) || CUDART_VERSION < 12000) /*! \ingroup conv_module * \brief * \p hipsparseXdense2csr converts the matrix \p A in dense format into a sparse matrix in CSR format. * * \details * Given a dense, column-ordered matrix \p A with leading dimension \p ld where \p ld>=m, * \p hipsparseXdense2csr converts the matrix to a sparse CSR format matrix. All the parameters * are assumed to have been pre-allocated by the user and the arrays are filled in based on the number * of non-zeros per row, which can be pre-computed with \ref hipsparseSnnz "hipsparseXnnz()". The * desired index base in the output CSR matrix is set in the \ref hipsparseMatDescr_t. See * \ref hipsparseSetMatIndexBase(). * * As an example, if using index base zero (which is the default) and the dense * matrix: * * \f[ * \begin{bmatrix} * 1 & 0 & 0 & 2 \\ * 3 & 4 & 0 & 0 \\ * 5 & 0 & 6 & 7 * \end{bmatrix} * \f] * * The conversion results in the CSR arrays: * * \f[ * \begin{align} * \text{csrRowPtr} &= \begin{bmatrix} 0 & 2 & 4 & 7 \end{bmatrix} \\ * \text{csrColInd} &= \begin{bmatrix} 0 & 3 & 0 & 1 & 0 & 2 & 3 \end{bmatrix} \\ * \text{csrVal} &= \begin{bmatrix} 1 & 2 & 3 & 4 & 5 & 6 & 7 \end{bmatrix} \\ * \end{align} * \f] * * \note * This function is executed asynchronously with respect to the host and can return control to the * application on the host before the entire result is ready. * * @param[in] * handle handle to the hipSPARSE library context queue. * @param[in] * m number of rows of the dense matrix \p A. Must be non-negative. * @param[in] * n number of columns of the dense matrix \p A. Must be non-negative. * @param[in] * descr the descriptor of the dense matrix \p A. The supported matrix type is \ref HIPSPARSE_MATRIX_TYPE_GENERAL and * any valid value of the \ref hipsparseIndexBase_t. * @param[in] * A array of dimensions (\p ld, \p n). * @param[in] * ld leading dimension of dense array \p A, which must be at least \p m. * @param[in] * nnzPerRow array of size \p m containing the number of non-zero elements per row. * @param[out] * csrVal array of nnz ( = \p csrRowPtr[m] - \p csrRowPtr[0] ) non-zero elements of matrix \p A. * @param[out] * csrRowPtr integer array of \p m+1 elements that contains the start of every row and the end of the last row plus one. * @param[out] * csrColInd integer array of nnz ( = \p csrRowPtr[m] - \p csrRowPtr[0] ) column indices of the non-zero elements of matrix \p A. * * \retval HIPSPARSE_STATUS_SUCCESS the operation completed successfully. * \retval HIPSPARSE_STATUS_NOT_INITIALIZED \p handle is not initialized. * \retval HIPSPARSE_STATUS_INVALID_VALUE \p handle, \p descr, \p A, \p nnzPerRow, \p csrVal, * \p csrRowPtr, or \p csrColInd is nullptr, \p m or \p n is negative, or \p ld is invalid. */ /**@{*/ HIPSPARSE_EXPORT hipsparseStatus_t hipsparseSdense2csr(hipsparseHandle_t handle, int m, int n, const hipsparseMatDescr_t descr, const float* A, int ld, const int* nnzPerRow, float* csrVal, int* csrRowPtr, int* csrColInd); HIPSPARSE_EXPORT hipsparseStatus_t hipsparseDdense2csr(hipsparseHandle_t handle, int m, int n, const hipsparseMatDescr_t descr, const double* A, int ld, const int* nnzPerRow, double* csrVal, int* csrRowPtr, int* csrColInd); HIPSPARSE_EXPORT hipsparseStatus_t hipsparseCdense2csr(hipsparseHandle_t handle, int m, int n, const hipsparseMatDescr_t descr, const hipComplex* A, int ld, const int* nnzPerRow, hipComplex* csrVal, int* csrRowPtr, int* csrColInd); HIPSPARSE_EXPORT hipsparseStatus_t hipsparseZdense2csr(hipsparseHandle_t handle, int m, int n, const hipsparseMatDescr_t descr, const hipDoubleComplex* A, int ld, const int* nnzPerRow, hipDoubleComplex* csrVal, int* csrRowPtr, int* csrColInd); /**@}*/ #endif #ifdef __cplusplus } #endif #endif /* HIPSPARSE_DENSE2CSR_H */