/*! \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 2 0 3 0 0 ) // A = ( 0 4 5 0 0 0 ) // ( 0 0 0 7 8 0 ) // ( 0 0 1 2 4 1 ) // Number of rows and columns rocsparse_int block_dim = 2; rocsparse_int mb = 2; rocsparse_int kb = 3; rocsparse_int n = 10; rocsparse_int m = mb * block_dim; rocsparse_int k = kb * block_dim; // Number of non-zero block entries rocsparse_int nnzb = 4; // BSR row pointers rocsparse_int hbsr_row_ptr[3] = {0, 2, 4}; // BSR column indices rocsparse_int hbsr_col_ind[4] = {0, 1, 1, 2}; // BSR values double hbsr_val[16] = {1.0, 2.0, 0.0, 4.0, 0.0, 3.0, 5.0, 0.0, 0.0, 7.0, 1.0, 2.0, 8.0, 0.0, 4.0, 1.0}; // Transposition of the matrix rocsparse_direction dir = rocsparse_direction_row; rocsparse_operation transA = rocsparse_operation_none; rocsparse_operation transB = rocsparse_operation_none; // Matrix B (k x n) column major order // ( 9 11 13 15 17 10 12 14 16 18 ) // ( 8 10 1 10 6 11 7 3 12 17 ) // B = ( 11 11 0 4 6 12 2 9 13 2 ) // ( 15 3 2 3 8 1 2 4 6 6 ) // ( 2 5 7 0 1 15 9 4 10 1 ) // ( 7 12 12 1 12 5 1 11 1 14 ) // Matrix B in column-major rocsparse_int ldb = k; double hB[6 * 10] = {9, 8, 11, 15, 2, 7, 11, 10, 11, 3, 5, 12, 13, 1, 0, 2, 7, 12, 15, 10, 4, 3, 0, 1, 17, 6, 6, 8, 1, 12, 10, 11, 12, 1, 15, 5, 12, 7, 2, 2, 9, 1, 14, 3, 9, 4, 4, 11, 16, 12, 13, 6, 10, 1, 18, 17, 2, 6, 1, 14}; // Matrix C (m x n) column major order // ( 0 0 0 0 0 0 0 0 0 0 ) // C = ( 0 0 0 0 0 0 0 0 0 0 ) // ( 0 0 0 0 0 0 0 0 0 0 ) // ( 0 0 0 0 0 0 0 0 0 0 ) // Matrix C (m x n) in column-major rocsparse_int ldc = m; double hC[4 * 10] = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; // Scalar alpha and beta double alpha = 1.0; double beta = 0.0; // 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* dB; double* dC; 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 * block_dim * block_dim)); HIP_CHECK(hipMalloc((void**)&dB, sizeof(double) * k * n)); HIP_CHECK(hipMalloc((void**)&dC, sizeof(double) * m * n)); 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 * block_dim * block_dim, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dB, hB, sizeof(double) * k * n, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dC, hC, sizeof(double) * m * n, hipMemcpyHostToDevice)); // Call dbsrmm ROCSPARSE_CHECK(rocsparse_dbsrmm(handle, dir, transA, transB, mb, n, kb, nnzb, &alpha, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, block_dim, 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(dbsr_row_ptr)); HIP_CHECK(hipFree(dbsr_col_ind)); HIP_CHECK(hipFree(dbsr_val)); HIP_CHECK(hipFree(dB)); HIP_CHECK(hipFree(dC)); return 0; }