/*! \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_SPVV_H #define HIPSPARSE_SPVV_H #ifdef __cplusplus extern "C" { #endif /*! \ingroup generic_module * \details * \p hipsparseSpVV_bufferSize computes the required user-allocated buffer size needed when computing the * inner dot product of a sparse vector with a dense vector: * \f[ * \text{result} := op(x) \cdot y, * \f] * * \p hipsparseSpVV_bufferSize supports multiple combinations of data types and compute types. See \ref hipsparseSpVV for a complete * listing of all the data type and compute type combinations available. * * @param[in] * handle handle to the hipSPARSE library context queue. * @param[in] * opX sparse vector operation type. * @param[in] * vecX sparse vector descriptor. * @param[in] * vecY dense vector descriptor. * @param[out] * result pointer to the result, which can be in host or device memory. * @param[in] * computeType floating point precision for the SpVV computation. * @param[out] * pBufferSizeInBytes number of bytes of the temporary storage buffer. * * \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 vecX, \p vecY, \p result, or * \p pBufferSizeInBytes is nullptr. * \retval HIPSPARSE_STATUS_NOT_SUPPORTED \p computeType is currently not supported. */ #if(!defined(CUDART_VERSION) || CUDART_VERSION >= 12000) HIPSPARSE_EXPORT hipsparseStatus_t hipsparseSpVV_bufferSize(hipsparseHandle_t handle, hipsparseOperation_t opX, hipsparseConstSpVecDescr_t vecX, hipsparseConstDnVecDescr_t vecY, void* result, hipDataType computeType, size_t* pBufferSizeInBytes); #elif(CUDART_VERSION > 10010 || (CUDART_VERSION == 10010 && CUDART_10_1_UPDATE_VERSION == 1)) HIPSPARSE_EXPORT hipsparseStatus_t hipsparseSpVV_bufferSize(hipsparseHandle_t handle, hipsparseOperation_t opX, hipsparseSpVecDescr_t vecX, hipsparseDnVecDescr_t vecY, void* result, hipDataType computeType, size_t* pBufferSizeInBytes); #endif /*! \ingroup generic_module * \brief Compute the inner dot product of a sparse vector with a dense vector. * * \details * \details * \p hipsparseSpVV computes the inner dot product of the sparse vector \f$x\f$ with the * dense vector \f$y\f$, such that * \f[ * \text{result} := op(x) \cdot y, * \f] * with * \f[ * op(x) = \left\{ * \begin{array}{ll} * x, & \text{if trans == HIPSPARSE_OPERATION_NON_TRANSPOSE} \\ * \bar{x}, & \text{if trans == HIPSPARSE_OPERATION_CONJUGATE_TRANSPOSE} \\ * \end{array} * \right. * \f] * * \code{.c} * result = 0; * for(i = 0; i < nnz; ++i) * { * result += x_val[i] * y[x_ind[i]]; * } * \endcode * * Performing the above operation involves two steps. First, the user calls \p hipsparseSpVV_bufferSize, which will return the * required temporary buffer size. The user then allocates this buffer. Finally, the user then completes the computation by * calling \p hipsparseSpVV with the newly allocated buffer. After the computation is complete, the user is free to deallocate * the buffer. * * \p hipsparseSpVV supports the following uniform and mixed-precision data types for the sparse and dense vectors \f$x\f$ and * \f$y\f$ and compute types for the scalar \f$result\f$. * * \par Uniform Precisions: * * *
Uniform Precisions
X / Y / compute_type *
HIP_R_32F *
HIP_R_64F *
HIP_C_32F *
HIP_C_64F *
* * \par Mixed Precisions: * * *
Mixed Precisions
X / Y compute_type *
HIP_R_8I HIP_R_32I *
HIP_R_8I HIP_R_32F *
HIP_R_16F HIP_R_32F *
HIP_R_16BF HIP_R_32F *
* * @param[in] * handle handle to the hipSPARSE library context queue. * @param[in] * opX sparse vector operation type. * @param[in] * vecX sparse vector descriptor. * @param[in] * vecY dense vector descriptor. * @param[out] * result pointer to the result, which can be host or device memory. * @param[in] * computeType floating point precision for the SpVV computation. * @param[out] * externalBuffer temporary storage buffer allocated by the user. * * \retval HIPSPARSE_STATUS_SUCCESS the operation completed successfully. * \retval HIPSPARSE_STATUS_INVALID_VALUE \p handle, \p vecX, \p vecY, \p result, or \p externalBuffer * pointer is invalid. * \retval HIPSPARSE_STATUS_NOT_SUPPORTED \p computeType is currently not * supported. */ #if(!defined(CUDART_VERSION) || CUDART_VERSION >= 12000) HIPSPARSE_EXPORT hipsparseStatus_t hipsparseSpVV(hipsparseHandle_t handle, hipsparseOperation_t opX, hipsparseConstSpVecDescr_t vecX, hipsparseConstDnVecDescr_t vecY, void* result, hipDataType computeType, void* externalBuffer); #elif(CUDART_VERSION > 10010 || (CUDART_VERSION == 10010 && CUDART_10_1_UPDATE_VERSION == 1)) HIPSPARSE_EXPORT hipsparseStatus_t hipsparseSpVV(hipsparseHandle_t handle, hipsparseOperation_t opX, hipsparseSpVecDescr_t vecX, hipsparseDnVecDescr_t vecY, void* result, hipDataType computeType, void* externalBuffer); #endif #ifdef __cplusplus } #endif #endif /* HIPSPARSE_SPVV_H */