/* ************************************************************************ * 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 // alpha * A * x + beta * y = y // // alpha * ( 1.0 0.0 2.0 ) * ( 1.0 ) + beta * ( 4.0 ) = ( 31.1 ) // ( 3.0 0.0 4.0 ) * ( 2.0 ) ( 5.0 ) = ( 62.0 ) // ( 5.0 6.0 0.0 ) * ( 3.0 ) ( 6.0 ) = ( 70.7 ) // ( 7.0 0.0 8.0 ) * ( 7.0 ) = ( 123.8 ) // GEBSR block dimensions rocsparse_int row_block_dim = 2; rocsparse_int col_block_dim = 3; // Number of block rows and columns rocsparse_int mb = 2; rocsparse_int nb = 1; // Number of non-zero blocks rocsparse_int nnzb = 2; // BSR row pointers rocsparse_int hbsr_row_ptr[3] = {0, 1, 2}; // BSR column indices rocsparse_int hbsr_col_ind[2] = {0, 0}; // BSR values double hbsr_val[16] = {1.0, 3.0, 0.0, 0.0, 2.0, 4.0, 5.0, 7.0, 6.0, 0.0, 0.0, 8.0}; // Block storage in column major rocsparse_direction dir = rocsparse_direction_column; // Transposition of the matrix rocsparse_operation trans = rocsparse_operation_none; // Scalar alpha and beta double alpha = 3.7; double beta = 1.3; // x and y double hx[4] = {1.0, 2.0, 3.0, 0.0}; double hy[4] = {4.0, 5.0, 6.0, 7.0}; // Matrix descriptor rocsparse_mat_descr descr; ROCSPARSE_CHECK(rocsparse_create_mat_descr(&descr)); // Offload data to device rocsparse_int* dbsr_row_ptr; rocsparse_int* dbsr_col_ind; double* dbsr_val; double* dx; double* dy; HIP_CHECK(hipMalloc((void**)&dbsr_row_ptr, sizeof(rocsparse_int) * (mb + 1))); HIP_CHECK(hipMalloc((void**)&dbsr_col_ind, sizeof(rocsparse_int) * nnzb)); HIP_CHECK(hipMalloc((void**)&dbsr_val, sizeof(double) * nnzb * row_block_dim * col_block_dim)); HIP_CHECK(hipMalloc((void**)&dx, sizeof(double) * nb * col_block_dim)); HIP_CHECK(hipMalloc((void**)&dy, sizeof(double) * mb * row_block_dim)); HIP_CHECK(hipMemcpy( dbsr_row_ptr, hbsr_row_ptr, sizeof(rocsparse_int) * (mb + 1), hipMemcpyHostToDevice)); HIP_CHECK( hipMemcpy(dbsr_col_ind, hbsr_col_ind, sizeof(rocsparse_int) * nnzb, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dbsr_val, hbsr_val, sizeof(double) * nnzb * row_block_dim * col_block_dim, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dx, hx, sizeof(double) * nb * col_block_dim, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dy, hy, sizeof(double) * mb * row_block_dim, hipMemcpyHostToDevice)); // Call dbsrmv to perform y = alpha * A x + beta * y ROCSPARSE_CHECK(rocsparse_dgebsrmv(handle, dir, trans, mb, nb, nnzb, &alpha, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, row_block_dim, col_block_dim, dx, &beta, dy)); // Print result HIP_CHECK(hipMemcpy(hy, dy, sizeof(double) * mb * row_block_dim, hipMemcpyDeviceToHost)); std::cout << "y:"; for(int i = 0; i < mb * row_block_dim; ++i) { std::cout << " " << hy[i]; } 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(dbsr_row_ptr)); HIP_CHECK(hipFree(dbsr_col_ind)); HIP_CHECK(hipFree(dbsr_val)); HIP_CHECK(hipFree(dx)); HIP_CHECK(hipFree(dy)); return 0; }