/*! \file */ /* ************************************************************************ * Copyright (C) 2023-2024 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 ROCSPARSE_COOMV_H #define ROCSPARSE_COOMV_H #include "../../rocsparse-types.h" #include "rocsparse/rocsparse-export.h" #ifdef __cplusplus extern "C" { #endif /*! \ingroup level2_module * \brief Sparse matrix vector multiplication using the COO storage format. * * \details * \p rocsparse_coomv multiplies the scalar \f$\alpha\f$ with a sparse \f$m \times n\f$ * matrix, defined in COO storage format, and the dense vector \f$x\f$ and adds the * result to the dense vector \f$y\f$ that is multiplied by the scalar \f$\beta\f$, * such that * \f[ * y := \alpha \cdot op(A) \cdot x + \beta \cdot y, * \f] * with * \f[ * op(A) = \left\{ * \begin{array}{ll} * A, & \text{if trans == rocsparse_operation_none} \\ * A^T, & \text{if trans == rocsparse_operation_transpose} \\ * A^H, & \text{if trans == rocsparse_operation_conjugate_transpose} * \end{array} * \right. * \f] * * The COO matrix has to be sorted by row indices. This can be achieved by using * rocsparse_coosort_by_row(). * * \code{.c} * for(i = 0; i < m; ++i) * { * y[i] = beta * y[i]; * } * * for(i = 0; i < nnz; ++i) * { * y[coo_row_ind[i]] += alpha * coo_val[i] * x[coo_col_ind[i]]; * } * \endcode * * \note * This function does not produce deterministic results when A is transposed. * * \note * This function is non-blocking and executed asynchronously with respect to the host. * It can return before the actual computation has finished. * * \note * This routine supports execution in a hipGraph context. * * @param[in] * handle handle to the rocSPARSE library context queue. * @param[in] * trans matrix operation type. * @param[in] * m number of rows of the sparse COO matrix. * @param[in] * n number of columns of the sparse COO matrix. * @param[in] * nnz number of non-zero entries of the sparse COO matrix. * @param[in] * alpha scalar \f$\alpha\f$. * @param[in] * descr descriptor of the sparse COO matrix. Currently, only * \ref rocsparse_matrix_type_general is supported. * @param[in] * coo_val array of \p nnz elements of the sparse COO matrix. * @param[in] * coo_row_ind array of \p nnz elements containing the row indices of the sparse COO * matrix. * @param[in] * coo_col_ind array of \p nnz elements containing the column indices of the sparse * COO matrix. * @param[in] * x array of \p n elements (\f$op(A) = A\f$) or \p m elements * (\f$op(A) = A^T\f$ or \f$op(A) = A^H\f$). * @param[in] * beta scalar \f$\beta\f$. * @param[inout] * y array of \p m elements (\f$op(A) = A\f$) or \p n elements * (\f$op(A) = A^T\f$ or \f$op(A) = A^H\f$). * * \retval rocsparse_status_success the operation completed successfully. * \retval rocsparse_status_invalid_handle the library context was not initialized. * \retval rocsparse_status_invalid_size \p m, \p n, or \p nnz is invalid. * \retval rocsparse_status_invalid_pointer \p descr, \p alpha, \p coo_val, * \p coo_row_ind, \p coo_col_ind, \p x, \p beta, or \p y pointer is invalid. * \retval rocsparse_status_arch_mismatch the device is not supported. * \retval rocsparse_status_not_implemented * \ref rocsparse_matrix_type != \ref rocsparse_matrix_type_general. * * \par Example * This example performs a sparse matrix vector multiplication in COO format. * \snippet example_rocsparse_coomv.cpp doc example */ /**@{*/ ROCSPARSE_EXPORT rocsparse_status rocsparse_scoomv(rocsparse_handle handle, rocsparse_operation trans, rocsparse_int m, rocsparse_int n, rocsparse_int nnz, const float* alpha, const rocsparse_mat_descr descr, const float* coo_val, const rocsparse_int* coo_row_ind, const rocsparse_int* coo_col_ind, const float* x, const float* beta, float* y); ROCSPARSE_EXPORT rocsparse_status rocsparse_dcoomv(rocsparse_handle handle, rocsparse_operation trans, rocsparse_int m, rocsparse_int n, rocsparse_int nnz, const double* alpha, const rocsparse_mat_descr descr, const double* coo_val, const rocsparse_int* coo_row_ind, const rocsparse_int* coo_col_ind, const double* x, const double* beta, double* y); ROCSPARSE_EXPORT rocsparse_status rocsparse_ccoomv(rocsparse_handle handle, rocsparse_operation trans, rocsparse_int m, rocsparse_int n, rocsparse_int nnz, const rocsparse_float_complex* alpha, const rocsparse_mat_descr descr, const rocsparse_float_complex* coo_val, const rocsparse_int* coo_row_ind, const rocsparse_int* coo_col_ind, const rocsparse_float_complex* x, const rocsparse_float_complex* beta, rocsparse_float_complex* y); ROCSPARSE_EXPORT rocsparse_status rocsparse_zcoomv(rocsparse_handle handle, rocsparse_operation trans, rocsparse_int m, rocsparse_int n, rocsparse_int nnz, const rocsparse_double_complex* alpha, const rocsparse_mat_descr descr, const rocsparse_double_complex* coo_val, const rocsparse_int* coo_row_ind, const rocsparse_int* coo_col_ind, const rocsparse_double_complex* x, const rocsparse_double_complex* beta, rocsparse_double_complex* y); /**@}*/ #ifdef __cplusplus } #endif #endif /* ROCSPARSE_COOMV_H */