/*! \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_GPSV_H #define ROCSPARSE_GPSV_H #include "../../rocsparse-types.h" #include "rocsparse/rocsparse-export.h" #ifdef __cplusplus extern "C" { #endif /*! \ingroup precond_module * \details * \p rocsparse_gpsv_interleaved_batch_buffer_size calculates the required buffer size * for \ref rocsparse_sgpsv_interleaved_batch "rocsparse_Xgpsv_interleaved_batch()". It is the user's * responsibility to allocate this buffer. * * \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] * alg algorithm to solve the linear system. * @param[in] * m size of the pentadiagonal linear system. * @param[in] * ds lower diagonal (distance 2) of pentadiagonal system. The first two entries * must be zero. * @param[in] * dl lower diagonal of pentadiagonal system. The first entry must be zero. * @param[in] * d main diagonal of pentadiagonal system. * @param[in] * du upper diagonal of pentadiagonal system. The last entry must be zero. * @param[in] * dw upper diagonal (distance 2) of pentadiagonal system. The last two entries * must be zero. * @param[in] * x Dense array of right-hand-sides, with dimension \p batch_stride by \p m. * @param[in] * batch_count The number of systems to solve. * @param[in] * batch_stride The number of elements that separate consecutive elements in a system. * Must satisfy \p batch_stride >= \p batch_count. * @param[out] * buffer_size Number of bytes of the temporary storage buffer required. * * \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 alg, \p batch_count, or * \p batch_stride is invalid. * \retval rocsparse_status_invalid_pointer \p ds, \p dl, \p d, \p du, \p dw, \p x, * or \p temp_buffer pointer is invalid. * \retval rocsparse_status_internal_error an internal error occurred. */ /**@{*/ ROCSPARSE_EXPORT rocsparse_status rocsparse_sgpsv_interleaved_batch_buffer_size(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, const float* ds, const float* dl, const float* d, const float* du, const float* dw, const float* x, rocsparse_int batch_count, rocsparse_int batch_stride, size_t* buffer_size); ROCSPARSE_EXPORT rocsparse_status rocsparse_dgpsv_interleaved_batch_buffer_size(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, const double* ds, const double* dl, const double* d, const double* du, const double* dw, const double* x, rocsparse_int batch_count, rocsparse_int batch_stride, size_t* buffer_size); ROCSPARSE_EXPORT rocsparse_status rocsparse_cgpsv_interleaved_batch_buffer_size(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, const rocsparse_float_complex* ds, const rocsparse_float_complex* dl, const rocsparse_float_complex* d, const rocsparse_float_complex* du, const rocsparse_float_complex* dw, const rocsparse_float_complex* x, rocsparse_int batch_count, rocsparse_int batch_stride, size_t* buffer_size); ROCSPARSE_EXPORT rocsparse_status rocsparse_zgpsv_interleaved_batch_buffer_size(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, const rocsparse_double_complex* ds, const rocsparse_double_complex* dl, const rocsparse_double_complex* d, const rocsparse_double_complex* du, const rocsparse_double_complex* dw, const rocsparse_double_complex* x, rocsparse_int batch_count, rocsparse_int batch_stride, size_t* buffer_size); /**@}*/ /*! \ingroup precond_module * \brief Batched pentadiagonal solver. * * \details * \p rocsparse_gpsv_interleaved_batch solves a batch of pentadiagonal linear systems * \f[ * P^{i}*x^{i} = x^{i} * \f] * where for each batch \f$i=0\ldots\f$ \p batch_count, \f$P^{i}\f$ is a sparse pentadiagonal matrix and * \f$x^{i}\f$ is a dense right-hand side vector. All of the pentadiagonal matrices, \f$P^{i}\f$, are * packed in an interleaved fashion into five vectors: \p ds for the lowest diagonals, \p dl for the lower * diagonals, \p d for the main diagonals, \p du for the upper diagonals, and \p dw for the highest diagonals. * See below for a description of what this interleaved memory pattern looks like. * * Solving the batched pentadiagonal system involves two steps. First, call * \ref rocsparse_sgpsv_interleaved_batch_buffer_size "rocsparse_Xgpsv_interleaved_batch_buffer_size()" * to determine the size of the required temporary storage buffer. After this is determined, allocate * the buffer and pass it to \ref rocsparse_sgpsv_interleaved_batch "rocsparse_Xgpsv_interleaved_batch()" * to perform the actual solve. The \f$x^{i}\f$ vectors, which initially stores the right-hand side values, are * overwritten with the solution after the call to * \ref rocsparse_sgpsv_interleaved_batch "rocsparse_Xgpsv_interleaved_batch()". * * Unlike the strided batch routines, which write each batch matrix one after the other in memory, the interleaved * routines write the batch matrices such that each element from each matrix is written consecutively one after * the other. For example, consider the following batch matrices: * * \f[ * \begin{bmatrix} * t^{0}_{00} & t^{0}_{01} & t^{0}_{02} \\ * t^{0}_{10} & t^{0}_{11} & t^{0}_{12} \\ * t^{0}_{20} & t^{0}_{21} & t^{0}_{22} * \end{bmatrix} * \begin{bmatrix} * t^{1}_{00} & t^{1}_{01} & t^{1}_{02} \\ * t^{1}_{10} & t^{1}_{11} & t^{1}_{12} \\ * t^{1}_{20} & t^{1}_{21} & t^{1}_{22} * \end{bmatrix} * \begin{bmatrix} * t^{2}_{00} & t^{2}_{01} & t^{2}_{02} \\ * t^{2}_{10} & t^{2}_{11} & t^{2}_{12} \\ * t^{2}_{20} & t^{2}_{21} & t^{2}_{22} * \end{bmatrix} * \f] * * In interleaved format, the highest, higher, lowest, lower, and diagonal arrays would look like: * \f[ * \begin{align} * \text{lowest} &= \begin{bmatrix} 0 & 0 & 0 & 0 & 0 & 0 & t^{0}_{20} & t^{1}_{20} & t^{2}_{20} \end{bmatrix} \\ * \text{lower} &= \begin{bmatrix} 0 & 0 & 0 & t^{0}_{10} & t^{1}_{10} & t^{1}_{10} & t^{0}_{21} & t^{1}_{21} & t^{2}_{21} \end{bmatrix} \\ * \text{diagonal} &= \begin{bmatrix} t^{0}_{00} & t^{1}_{00} & t^{2}_{00} & t^{0}_{11} & t^{1}_{11} & t^{2}_{11} & t^{0}_{22} & t^{1}_{22} & t^{2}_{22} \end{bmatrix} \\ * \text{higher} &= \begin{bmatrix} t^{0}_{01} & t^{1}_{01} & t^{2}_{01} & t^{0}_{12} & t^{1}_{12} & t^{2}_{12} & 0 & 0 & 0 \end{bmatrix} \\ * \text{highest} &= \begin{bmatrix} t^{0}_{02} & t^{1}_{02} & t^{2}_{02} & 0 & 0 & 0 & 0 & 0 & 0 \end{bmatrix} \\ * \end{align} * \f] * For the lowest array, the first \p 2*batch_count entries are zero, and for the lower array, the first \p batch_count entries are zero. * For the upper array, the last \p batch_count entries are zero, and for the highest array, the last \p 2*batch_count entries are zero. * * \note * This function is non-blocking and executed asynchronously with respect to the host. * It can return before the actual computation has finished. * * \note * The routine is numerically stable because it uses QR to solve the linear systems. * * \note * m need to be at least 3 to be a valid pentadiagonal matrix. * * \note * This routine supports execution in a hipGraph context. * * @param[in] * handle handle to the rocSPARSE library context queue. * @param[in] * alg algorithm to solve the linear system. * @param[in] * m size of the pentadiagonal linear system. * @param[inout] * ds lower diagonal (distance 2) of pentadiagonal system. The first two entries * must be zero. * @param[inout] * dl lower diagonal of pentadiagonal system. The first entry must be zero. * @param[inout] * d main diagonal of pentadiagonal system. * @param[inout] * du upper diagonal of pentadiagonal system. The last entry must be zero. * @param[inout] * dw upper diagonal (distance 2) of pentadiagonal system. The last two entries * must be zero. * @param[inout] * x Dense array of right-hand-sides, with dimension \p batch_stride by \p m. * @param[in] * batch_count The number of systems to solve. * @param[in] * batch_stride The number of elements that separate consecutive elements in a system. * Must satisfy \p batch_stride >= \p batch_count. * @param[in] * temp_buffer Temporary storage buffer allocated by the user. * * \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 alg, \p batch_count, or * \p batch_stride is invalid. * \retval rocsparse_status_invalid_pointer \p ds, \p dl, \p d, \p du, \p dw, \p x, * or \p temp_buffer pointer is invalid. * \retval rocsparse_status_internal_error an internal error occurred. * * \par Example * \snippet example_rocsparse_gpsv.cpp doc example */ /**@{*/ ROCSPARSE_EXPORT rocsparse_status rocsparse_sgpsv_interleaved_batch(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, float* ds, float* dl, float* d, float* du, float* dw, float* x, rocsparse_int batch_count, rocsparse_int batch_stride, void* temp_buffer); ROCSPARSE_EXPORT rocsparse_status rocsparse_dgpsv_interleaved_batch(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, double* ds, double* dl, double* d, double* du, double* dw, double* x, rocsparse_int batch_count, rocsparse_int batch_stride, void* temp_buffer); ROCSPARSE_EXPORT rocsparse_status rocsparse_cgpsv_interleaved_batch(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, rocsparse_float_complex* ds, rocsparse_float_complex* dl, rocsparse_float_complex* d, rocsparse_float_complex* du, rocsparse_float_complex* dw, rocsparse_float_complex* x, rocsparse_int batch_count, rocsparse_int batch_stride, void* temp_buffer); ROCSPARSE_EXPORT rocsparse_status rocsparse_zgpsv_interleaved_batch(rocsparse_handle handle, rocsparse_gpsv_interleaved_alg alg, rocsparse_int m, rocsparse_double_complex* ds, rocsparse_double_complex* dl, rocsparse_double_complex* d, rocsparse_double_complex* du, rocsparse_double_complex* dw, rocsparse_double_complex* x, rocsparse_int batch_count, rocsparse_int batch_stride, void* temp_buffer); /**@}*/ #ifdef __cplusplus } #endif #endif /* ROCSPARSE_GPSV_H */