/*! \file */ /* ************************************************************************ * Copyright (C) 2020-2025 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 #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)); // 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 // Matrix A (m x k) // ( 1.0 2.0 0.0 3.0 0.0 ) // ( 0.0 4.0 5.0 0.0 0.0 ) // ( 6.0 0.0 0.0 7.0 8.0 ) // Number of rows and columns rocsparse_int m = 3; rocsparse_int n = 2; rocsparse_int k = 5; // Number of non-zero entries rocsparse_int nnz = 8; // CSR row pointers rocsparse_int hcsr_row_ptr[4] = {0, 3, 5, 8}; // CSR column indices rocsparse_int hcsr_col_ind[8] = {0, 1, 3, 1, 2, 0, 3, 4}; // CSR values double hcsr_val[8] = {1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0}; // Transposition of the matrix rocsparse_operation transA = rocsparse_operation_none; rocsparse_operation transB = rocsparse_operation_none; // Matrix B (k x n) // ( 9.0 10.0 ) // ( 11.0 12.0 ) // ( 13.0 14.0 ) // ( 15.0 16.0 ) // ( 17.0 18.0 ) // Matrix B in column-major rocsparse_int ldb = k; double hB[10] = {9.0, 11.0, 13.0, 15.0, 17.0, 10.0, 12.0, 14.0, 16.0, 18.0}; // Matrix C (m x n) in column-major rocsparse_int ldc = m; double hC[6] = {19.0, 21.0, 23.0, 20.0, 22.0, 24.0}; // Scalar alpha and beta double alpha = 3.7; double beta = 1.3; // Matrix descriptor rocsparse_mat_descr descr; ROCSPARSE_CHECK(rocsparse_create_mat_descr(&descr)); // Offload data to device rocsparse_int* dcsr_row_ptr; rocsparse_int* dcsr_col_ind; double* dcsr_val; double* dB; double* dC; HIP_CHECK(hipMalloc((void**)&dcsr_row_ptr, sizeof(rocsparse_int) * (m + 1))); HIP_CHECK(hipMalloc((void**)&dcsr_col_ind, sizeof(rocsparse_int) * nnz)); HIP_CHECK(hipMalloc((void**)&dcsr_val, sizeof(double) * nnz)); HIP_CHECK(hipMalloc((void**)&dB, sizeof(double) * k * n)); HIP_CHECK(hipMalloc((void**)&dC, sizeof(double) * m * n)); HIP_CHECK(hipMemcpy( dcsr_row_ptr, hcsr_row_ptr, sizeof(rocsparse_int) * (m + 1), hipMemcpyHostToDevice)); HIP_CHECK( hipMemcpy(dcsr_col_ind, hcsr_col_ind, sizeof(rocsparse_int) * nnz, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dcsr_val, hcsr_val, sizeof(double) * nnz, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dB, hB, sizeof(double) * k * n, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dC, hC, sizeof(double) * m * n, hipMemcpyHostToDevice)); // Call dcsrmm ROCSPARSE_CHECK(rocsparse_dcsrmm(handle, transA, transB, m, n, k, nnz, &alpha, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, dB, ldb, &beta, dC, ldc)); // Print result HIP_CHECK(hipMemcpy(hC, dC, sizeof(double) * m * n, hipMemcpyDeviceToHost)); std::cout << "C:" << std::endl; for(int i = 0; i < m; ++i) { for(int j = 0; j < n; ++j) { std::cout << " " << hC[i + j * ldc]; } std::cout << std::endl; } // Clear rocSPARSE ROCSPARSE_CHECK(rocsparse_destroy_mat_descr(descr)); ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)); // Clear device memory HIP_CHECK(hipFree(dcsr_row_ptr)); HIP_CHECK(hipFree(dcsr_col_ind)); HIP_CHECK(hipFree(dcsr_val)); HIP_CHECK(hipFree(dB)); HIP_CHECK(hipFree(dC)); return 0; }