/* ************************************************************************ * 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_HYB2CSR_HPP #define TESTING_HYB2CSR_HPP #include "display.hpp" #include "flops.hpp" #include "gbyte.hpp" #include "hipsparse.hpp" #include "hipsparse_arguments.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include #include #include using namespace hipsparse; using namespace hipsparse_test; template void testing_hyb2csr_bad_arg(const Arguments& argus) { #if(!defined(CUDART_VERSION)) int safe_size = 100; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descr = unique_ptr_descr->descr; std::unique_ptr unique_ptr_hyb(new hyb_struct); hipsparseHybMat_t hyb = unique_ptr_hyb->hyb; testhyb* dhyb = (testhyb*)hyb; dhyb->m = safe_size; dhyb->n = safe_size; dhyb->ell_nnz = safe_size; dhyb->coo_nnz = safe_size; auto csr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), 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* 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(); verify_hipsparse_status_invalid_pointer( hipsparseXhyb2csr(handle, descr, hyb, csr_val, (int*)nullptr, csr_col_ind), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXhyb2csr(handle, descr, hyb, csr_val, csr_row_ptr, (int*)nullptr), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXhyb2csr(handle, descr, hyb, (T*)nullptr, csr_row_ptr, csr_col_ind), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXhyb2csr( handle, (hipsparseMatDescr_t) nullptr, hyb, csr_val, csr_row_ptr, csr_col_ind), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXhyb2csr( handle, descr, (hipsparseHybMat_t) nullptr, csr_val, csr_row_ptr, csr_col_ind), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_handle(hipsparseXhyb2csr( (hipsparseHandle_t) nullptr, descr, hyb, csr_val, csr_row_ptr, csr_col_ind)); #endif } template void testing_hyb2csr(Arguments argus) { #if(!defined(CUDART_VERSION) || CUDART_VERSION < 11000) int m = argus.M; int n = argus.N; hipsparseIndexBase_t idx_base = argus.baseA; std::string filename = argus.filename; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descr = unique_ptr_descr->descr; std::unique_ptr unique_ptr_hyb(new hyb_struct); hipsparseHybMat_t hyb = unique_ptr_hyb->hyb; CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr, idx_base)); srand(12345ULL); // Host structures std::vector hcsr_row_ptr_gold; std::vector hcsr_col_ind_gold; std::vector hcsr_val_gold; // Read or construct CSR matrix int nnz = 0; CHECK_GENERATE_MATRIX_ERROR(generate_csr_matrix( filename, m, n, nnz, hcsr_row_ptr_gold, hcsr_col_ind_gold, hcsr_val_gold, idx_base)); // Allocate memory on the device 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* 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( dcsr_row_ptr, hcsr_row_ptr_gold.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy( dcsr_col_ind, hcsr_col_ind_gold.data(), sizeof(int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR( hipMemcpy(dcsr_val, hcsr_val_gold.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); // Convert CSR to HYB CHECK_HIPSPARSE_ERROR(hipsparseXcsr2hyb(handle, m, n, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, 0, HIPSPARSE_HYB_PARTITION_AUTO)); // Set all CSR arrays to zero CHECK_HIP_ERROR(hipMemset(dcsr_row_ptr, 0, sizeof(int) * (m + 1))); CHECK_HIP_ERROR(hipMemset(dcsr_col_ind, 0, sizeof(int) * nnz)); CHECK_HIP_ERROR(hipMemset(dcsr_val, 0, sizeof(T) * nnz)); if(argus.unit_check) { CHECK_HIPSPARSE_ERROR( hipsparseXhyb2csr(handle, descr, hyb, dcsr_val, dcsr_row_ptr, dcsr_col_ind)); // Copy output from device to host std::vector hcsr_row_ptr(m + 1); std::vector hcsr_col_ind(nnz); std::vector hcsr_val(nnz); CHECK_HIP_ERROR(hipMemcpy( hcsr_row_ptr.data(), dcsr_row_ptr, sizeof(int) * (m + 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hcsr_col_ind.data(), dcsr_col_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hcsr_val.data(), dcsr_val, sizeof(T) * nnz, hipMemcpyDeviceToHost)); // Unit check unit_check_general(1, m + 1, 1, hcsr_row_ptr_gold.data(), hcsr_row_ptr.data()); unit_check_general(1, nnz, 1, hcsr_col_ind_gold.data(), hcsr_col_ind.data()); unit_check_general(1, nnz, 1, hcsr_val_gold.data(), hcsr_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( hipsparseXhyb2csr(handle, descr, hyb, 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( hipsparseXhyb2csr(handle, descr, hyb, dcsr_val, dcsr_row_ptr, dcsr_col_ind)); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; testhyb* dhyb = (testhyb*)hyb; double gbyte_count = hyb2csr_gbyte_count(m, nnz, dhyb->ell_nnz, dhyb->coo_nnz); 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::nnz, nnz, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } #endif } #endif // TESTING_HYB2CSR_HPP