/*! \file */ /* ************************************************************************ * Copyright (C) 2023-2025 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 ROCSPARSE_SPVV_H #define ROCSPARSE_SPVV_H #include "../../rocsparse-types.h" #include "rocsparse/rocsparse-export.h" #ifdef __cplusplus extern "C" { #endif /*! \ingroup generic_module * \brief Sparse vector inner dot product. * * \details * \p rocsparse_spvv 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 == rocsparse_operation_none} \\ * \bar{x}, & \text{if trans == rocsparse_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, call \p rocsparse_spvv with \p temp_buffer set to \p nullptr, * which will return the required temporary buffer size in the parameter \p buffer_size. Then allocate this buffer. Finally, * complete the computation by calling \p rocsparse_spvv a second time with the newly allocated buffer. After the * computation is complete, deallocate the buffer. * * \p rocsparse_spvv 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 \p result. * * \par Uniform Precisions: * * *
Uniform Precisions
X / Y / compute_type *
rocsparse_datatype_f32_r *
rocsparse_datatype_f64_r *
rocsparse_datatype_f32_c *
rocsparse_datatype_f64_c *
* * \par Mixed Precisions: * * *
Mixed Precisions
X / Y compute_type / result *
rocsparse_datatype_i8_r rocsparse_datatype_i32_r *
rocsparse_datatype_i8_r rocsparse_datatype_f32_r *
rocsparse_datatype_f16_r rocsparse_datatype_f32_r *
rocsparse_datatype_bf16_r rocsparse_datatype_f32_r *
* * \note * This function writes the required allocation size (in bytes) to \p buffer_size and * returns without performing the SpVV operation when a nullptr is passed for * \p temp_buffer. * * \note * This function is blocking with respect to the host. * * \note * This routine does not support execution in a hipGraph context. * * \note * This routine does not support batched computation. * * @param[in] * handle handle to the rocSPARSE library context queue. * @param[in] * trans sparse vector operation type. * @param[in] * x sparse vector descriptor. * @param[in] * y dense vector descriptor. * @param[out] * result pointer to the result, which can be in host or device memory. * @param[in] * compute_type floating point precision for the SpVV computation. * @param[out] * buffer_size number of bytes of the temporary storage buffer. buffer_size is set when * \p temp_buffer is nullptr. * @param[in] * temp_buffer temporary storage buffer allocated by the user. When a nullptr is passed, * the required allocation size (in bytes) is written to \p buffer_size and the * function returns without performing the SpVV operation. * * \retval rocsparse_status_success the operation completed successfully. * \retval rocsparse_status_invalid_handle the library context was not initialized. * \retval rocsparse_status_invalid_pointer \p x, \p y, \p result, or \p buffer_size * pointer is invalid. * \retval rocsparse_status_not_implemented \p compute_type is currently not * supported. * * \par Example * \snippet example_rocsparse_spvv.cpp doc example */ ROCSPARSE_EXPORT rocsparse_status rocsparse_spvv(rocsparse_handle handle, rocsparse_operation trans, rocsparse_const_spvec_descr x, rocsparse_const_dnvec_descr y, void* result, rocsparse_datatype compute_type, size_t* buffer_size, void* temp_buffer); #ifdef __cplusplus } #endif #endif /* ROCSPARSE_SPVV_H */