/*! \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 #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; rocsparse_int k = 3; // Matrix A (m x k) // ( 9.0 10.0 11.0 ) // ( 12.0 13.0 14.0 ) // ( 15.0 16.0 17.0 ) // Matrix A in column-major rocsparse_int lda = m; double hA[9] = {9.0, 12.0, 15, 10.0, 13.0, 16.0, 11.0, 14.0, 17.0}; // Matrix B (n x k) // ( 1.0 0.0 6.0 ) // ( 2.0 4.0 0.0 ) // ( 0.0 5.0 0.0 ) // ( 3.0 0.0 7.0 ) // ( 0.0 0.0 8.0 ) // Number of non-zero entries rocsparse_int nnz = 8; // CSR column pointers rocsparse_int hcsr_row_ptr[6] = {0, 2, 4, 5, 7, 8}; // CSR row indices rocsparse_int hcsr_col_ind[8] = {0, 2, 0, 1, 1, 0, 2, 2}; // CSR values double hcsr_val[8] = {1.0, 6.0, 2.0, 4.0, 5.0, 3.0, 7.0, 8.0}; // Matrix C (m x n) // ( 18.0 19.0 20.0 21.0 22.0 ) // ( 23.0 24.0 25.0 26.0 27.0 ) // ( 28.0 29.0 30.0 31.0 32.0 ) // Matrix C (m x n) in column-major rocsparse_int ldc = m; double hC[15] = { 18.0, 23.0, 28.0, 19.0, 24.0, 29.0, 20.0, 25.0, 30.0, 21.0, 26.0, 31.0, 22.0, 27.0, 32.0}; // Scalar alpha and beta double alpha = 3.7; double beta = 1.3; // Matrix operations rocsparse_operation trans_A = rocsparse_operation_none; rocsparse_operation trans_B = rocsparse_operation_transpose; // Offload data to device double* dA; rocsparse_int* dcsr_row_ptr; rocsparse_int* dcsr_col_ind; double* dcsr_val; double* dC; HIP_CHECK(hipMalloc((void**)&dA, sizeof(double) * m * k)); HIP_CHECK(hipMalloc((void**)&dcsr_row_ptr, sizeof(rocsparse_int) * (n + 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**)&dC, sizeof(double) * m * n)); HIP_CHECK(hipMemcpy(dA, hA, sizeof(double) * m * k, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy( dcsr_row_ptr, hcsr_row_ptr, sizeof(rocsparse_int) * (n + 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(dC, hC, sizeof(double) * m * n, hipMemcpyHostToDevice)); // Call dgemmi ROCSPARSE_CHECK(rocsparse_dgemmi(handle, trans_A, trans_B, m, n, k, nnz, &alpha, dA, lda, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, &beta, dC, ldc)); // Print result HIP_CHECK(hipMemcpy(hC, dC, sizeof(double) * m * n, hipMemcpyDeviceToHost)); std::cout.precision(2); std::cout << "C:" << std::endl; for(int i = 0; i < m; ++i) { for(int j = 0; j < n; ++j) { std::cout << std::scientific << " " << hC[i + j * ldc]; } std::cout << std::endl; } // Clear rocSPARSE ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)); ROCSPARSE_CHECK(rocsparse_destroy_mat_descr(descr)); // Clear device memory HIP_CHECK(hipFree(dA)); HIP_CHECK(hipFree(dcsr_row_ptr)); HIP_CHECK(hipFree(dcsr_col_ind)); HIP_CHECK(hipFree(dcsr_val)); HIP_CHECK(hipFree(dC)); return 0; }