/* ************************************************************************ * 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. * * ************************************************************************ */ #pragma once #ifndef TESTING_GEBSR2CSR_HPP #define TESTING_GEBSR2CSR_HPP #include "display.hpp" #include "flops.hpp" #include "gbyte.hpp" #include "hipsparse.hpp" #include "hipsparse_arguments.hpp" #include "hipsparse_graph.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include #include #include #include using namespace hipsparse; using namespace hipsparse_test; template void testing_gebsr2csr_bad_arg(const Arguments& argus) { #if(!defined(CUDART_VERSION)) int m = 1; int n = 1; int safe_size = 1; int row_block_dim = 2; int col_block_dim = 2; hipsparseIndexBase_t csr_idx_base = HIPSPARSE_INDEX_BASE_ZERO; hipsparseIndexBase_t bsr_idx_base = HIPSPARSE_INDEX_BASE_ZERO; hipsparseDirection_t dir = HIPSPARSE_DIRECTION_ROW; hipsparseLocalHandle_t handle; std::unique_ptr unique_ptr_csr_descr(new descr_struct); hipsparseMatDescr_t csr_descr = unique_ptr_csr_descr->descr; std::unique_ptr unique_ptr_bsr_descr(new descr_struct); hipsparseMatDescr_t bsr_descr = unique_ptr_bsr_descr->descr; hipsparseSetMatIndexBase(csr_descr, csr_idx_base); hipsparseSetMatIndexBase(bsr_descr, bsr_idx_base); auto bsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free}; auto bsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto csr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free}; auto csr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto csr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; int* bsr_row_ptr = (int*)bsr_row_ptr_managed.get(); int* bsr_col_ind = (int*)bsr_col_ind_managed.get(); T* bsr_val = (T*)bsr_val_managed.get(); int* csr_row_ptr = (int*)csr_row_ptr_managed.get(); int* csr_col_ind = (int*)csr_col_ind_managed.get(); T* csr_val = (T*)csr_val_managed.get(); int local_ptr[2] = {0, 1}; CHECK_HIP_ERROR( hipMemcpy(bsr_row_ptr, local_ptr, sizeof(int) * (1 + 1), hipMemcpyHostToDevice)); verify_hipsparse_status_invalid_handle(hipsparseXgebsr2csr(nullptr, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind)); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, nullptr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: bsr_descr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, (T*)nullptr, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: bsr_val is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, nullptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: bsr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, nullptr, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: bsr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, nullptr, csr_val, csr_row_ptr, csr_col_ind), "Error: csr_descr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, (T*)nullptr, csr_row_ptr, csr_col_ind), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, nullptr, csr_col_ind), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, nullptr), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_size(hipsparseXgebsr2csr(handle, dir, -1, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: m is invalid"); verify_hipsparse_status_invalid_size(hipsparseXgebsr2csr(handle, dir, m, -1, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: n is invalid"); verify_hipsparse_status_invalid_size(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, -1, col_block_dim, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: row_block_dim is invalid"); verify_hipsparse_status_invalid_size(hipsparseXgebsr2csr(handle, dir, m, n, bsr_descr, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, -1, csr_descr, csr_val, csr_row_ptr, csr_col_ind), "Error: col_block_dim is invalid"); #endif } template void testing_gebsr2csr(Arguments argus) { int m = argus.M; int n = argus.N; int row_block_dim = argus.row_block_dimA; int col_block_dim = argus.col_block_dimA; hipsparseIndexBase_t csr_idx_base = argus.baseA; hipsparseIndexBase_t bsr_idx_base = argus.baseB; hipsparseDirection_t dir = argus.dirA; std::string filename = argus.filename; hipsparseLocalHandle_t handle(argus); std::unique_ptr unique_ptr_csr_descr(new descr_struct); hipsparseMatDescr_t csr_descr = unique_ptr_csr_descr->descr; std::unique_ptr unique_ptr_bsr_descr(new descr_struct); hipsparseMatDescr_t bsr_descr = unique_ptr_bsr_descr->descr; hipsparseSetMatIndexBase(csr_descr, csr_idx_base); hipsparseSetMatIndexBase(bsr_descr, bsr_idx_base); int mb = m * row_block_dim; int nb = n * col_block_dim; srand(12345ULL); // Host structures std::vector bsr_row_ptr; std::vector bsr_col_ind; std::vector bsr_val; // Read or construct CSR matrix int nnzb = 0; CHECK_GENERATE_MATRIX_ERROR(generate_csr_matrix( filename, mb, nb, nnzb, bsr_row_ptr, bsr_col_ind, bsr_val, bsr_idx_base)); m = mb * row_block_dim; n = nb * col_block_dim; size_t nnz = nnzb * row_block_dim * col_block_dim; // Now use the csr matrix as the symbolic for the gebsr matrix. bsr_val.resize(nnz); int idx = 0; switch(dir) { case HIPSPARSE_DIRECTION_COLUMN: { for(int i = 0; i < mb; ++i) { for(int r = 0; r < row_block_dim; ++r) { for(int k = bsr_row_ptr[i] - bsr_idx_base; k < bsr_row_ptr[i + 1] - bsr_idx_base; ++k) { for(int c = 0; c < col_block_dim; ++c) { bsr_val[k * row_block_dim * col_block_dim + c * row_block_dim + r] = make_DataType(++idx); } } } } break; } case HIPSPARSE_DIRECTION_ROW: { for(int i = 0; i < mb; ++i) { for(int r = 0; r < row_block_dim; ++r) { for(int k = bsr_row_ptr[i] - bsr_idx_base; k < bsr_row_ptr[i + 1] - bsr_idx_base; ++k) { for(int c = 0; c < col_block_dim; ++c) { bsr_val[k * row_block_dim * col_block_dim + r * col_block_dim + c] = make_DataType(++idx); } } } } break; } } // Allocate memory on the device auto dbsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (mb + 1)), device_free}; auto dbsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnzb), device_free}; auto dbsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free}; auto dcsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free}; auto dcsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free}; auto dcsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free}; int* dbsr_row_ptr = (int*)dbsr_row_ptr_managed.get(); int* dbsr_col_ind = (int*)dbsr_col_ind_managed.get(); T* dbsr_val = (T*)dbsr_val_managed.get(); int* dcsr_row_ptr = (int*)dcsr_row_ptr_managed.get(); int* dcsr_col_ind = (int*)dcsr_col_ind_managed.get(); T* dcsr_val = (T*)dcsr_val_managed.get(); // Copy data from host to device CHECK_HIP_ERROR( hipMemcpy(dbsr_row_ptr, bsr_row_ptr.data(), sizeof(int) * (mb + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR( hipMemcpy(dbsr_col_ind, bsr_col_ind.data(), sizeof(int) * nnzb, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dbsr_val, bsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); if(argus.unit_check) { CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2csr(handle, dir, mb, nb, bsr_descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, row_block_dim, col_block_dim, csr_descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind)); // Host CSR matrix std::vector dh_csr_row_ptr(m + 1); std::vector dh_csr_col_ind(nnz); std::vector dh_csr_val(nnz); // Copy output from device to host CHECK_HIP_ERROR(hipMemcpy( dh_csr_row_ptr.data(), dcsr_row_ptr, sizeof(int) * (m + 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy( dh_csr_col_ind.data(), dcsr_col_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(dh_csr_val.data(), dcsr_val, sizeof(T) * nnz, hipMemcpyDeviceToHost)); // Host CSR matrix std::vector h_csr_row_ptr(m + 1); std::vector h_csr_col_ind(nnz); std::vector h_csr_val(nnz); // Host gebsr2csr host_gebsr_to_csr(dir, mb, nb, nnzb, bsr_val, bsr_row_ptr, bsr_col_ind, row_block_dim, col_block_dim, bsr_idx_base, h_csr_val, h_csr_row_ptr, h_csr_col_ind, csr_idx_base); // Unit check unit_check_general(1, m + 1, 1, dh_csr_row_ptr.data(), h_csr_row_ptr.data()); unit_check_general(1, nnz, 1, dh_csr_col_ind.data(), h_csr_col_ind.data()); unit_check_general(1, nnz, 1, dh_csr_val.data(), h_csr_val.data()); } if(argus.timing) { int number_cold_calls = 2; int number_hot_calls = argus.iters; // Warm up for(int iter = 0; iter < number_cold_calls; ++iter) { CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2csr(handle, dir, mb, nb, bsr_descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, row_block_dim, col_block_dim, csr_descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind)); } double gpu_time_used = get_time_us(); // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2csr(handle, dir, mb, nb, bsr_descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, row_block_dim, col_block_dim, csr_descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind)); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; double gbyte_count = gebsr2csr_gbyte_count(mb, row_block_dim, col_block_dim, nnzb); double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count); display_timing_info(display_key_t::M, m, display_key_t::N, n, display_key_t::Mb, mb, display_key_t::Nb, nb, display_key_t::row_block_dim, row_block_dim, display_key_t::col_block_dim, col_block_dim, display_key_t::nnzb, nnzb, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } return; } #endif // TESTING_GEBSR2CSR_HPP