/*! \file */ /* ************************************************************************ * Copyright (C) 2021-2025 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. * * ************************************************************************ */ #include "rocsparse/rocsparse.h" #include #include #include #define HIP_CHECK(stat) \ { \ if(stat != hipSuccess) \ { \ std::cerr << "Error: hip error in line " << __LINE__ << std::endl; \ return -1; \ } \ } #define ROCSPARSE_CHECK(stat) \ { \ if(stat != rocsparse_status_success) \ { \ std::cerr << "Error: rocsparse error in line " << __LINE__ << std::endl; \ return -1; \ } \ } int main(int argc, char* argv[]) { // Query device int ndev; HIP_CHECK(hipGetDeviceCount(&ndev)); if(ndev < 1) { std::cerr << "No HIP device found" << std::endl; return -1; } // Query device properties hipDeviceProp_t prop; HIP_CHECK(hipGetDeviceProperties(&prop, 0)); std::cout << "Device: " << prop.name << std::endl; // rocSPARSE handle rocsparse_handle handle; ROCSPARSE_CHECK(rocsparse_create_handle(&handle)); rocsparse_mat_descr descr; ROCSPARSE_CHECK(rocsparse_create_mat_descr(&descr)); // Print rocSPARSE version and revision int ver; char rev[64]; ROCSPARSE_CHECK(rocsparse_get_version(handle, &ver)); ROCSPARSE_CHECK(rocsparse_get_git_rev(handle, rev)); std::cout << "rocSPARSE version: " << ver / 100000 << "." << ver / 100 % 1000 << "." << ver % 100 << "-" << rev << std::endl; // Input data // Number of rows and columns rocsparse_int m = 3; rocsparse_int n = 5; // Matrix A (m x n) // ( 9 10 11 12 13) // ( 14 15 16 17 18) // ( 19 20 21 22 23) // Matrix A in column-major rocsparse_int lda = m; double hA[15] = {9, 14, 19, 10, 15, 20, 11, 16, 21, 12, 17, 22, 13, 18, 23}; // Vector x // ( 1 ) // ( 2 ) // ( 0 ) // ( 3 ) // ( 0 ) // Number of non-zero entries rocsparse_int nnz = 3; // Vector x indices rocsparse_int hx_ind[3] = {0, 1, 3}; // Vector x values double hx_val[3] = {1, 2, 3}; // Vector y // ( 4 ) // ( 5 ) // ( 6 ) // Vector y values double hy[3] = {4, 5, 6}; // Scalar alpha and beta double alpha = 3.7; double beta = 1.3; // Matrix operation rocsparse_operation trans = rocsparse_operation_none; // Index base rocsparse_index_base base = rocsparse_index_base_zero; // Offload data to device double* dA; rocsparse_int* dx_ind; double* dx_val; double* dy; HIP_CHECK(hipMalloc((void**)&dA, sizeof(double) * m * n)); HIP_CHECK(hipMalloc((void**)&dx_ind, sizeof(rocsparse_int) * nnz)); HIP_CHECK(hipMalloc((void**)&dx_val, sizeof(double) * nnz)); HIP_CHECK(hipMalloc((void**)&dy, sizeof(double) * m)); HIP_CHECK(hipMemcpy(dA, hA, sizeof(double) * m * n, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dx_ind, hx_ind, sizeof(rocsparse_int) * nnz, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dx_val, hx_val, sizeof(double) * nnz, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dy, hy, sizeof(double) * m, hipMemcpyHostToDevice)); // Obtain buffer size size_t buffer_size; ROCSPARSE_CHECK(rocsparse_dgemvi_buffer_size(handle, trans, m, n, nnz, &buffer_size)); void* buffer; HIP_CHECK(hipMalloc(&buffer, buffer_size)); // Call dgemvi ROCSPARSE_CHECK(rocsparse_dgemvi( handle, trans, m, n, &alpha, dA, lda, nnz, dx_val, dx_ind, &beta, dy, base, buffer)); // Print result HIP_CHECK(hipMemcpy(hy, dy, sizeof(double) * m, hipMemcpyDeviceToHost)); std::cout.precision(2); std::cout << "y:"; for(int i = 0; i < m; ++i) { std::cout << std::scientific << " " << hy[i]; } std::cout << std::endl; // Clear rocSPARSE ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)); // Clear device memory HIP_CHECK(hipFree(dA)); HIP_CHECK(hipFree(dx_ind)); HIP_CHECK(hipFree(dx_val)); HIP_CHECK(hipFree(dy)); HIP_CHECK(hipFree(buffer)); return 0; }