/* ************************************************************************ * Copyright (C) 2021-2025 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_CSRU2CSR_HPP #define TESTING_CSRU2CSR_HPP #include "hipsparse.hpp" #include "hipsparse_arguments.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include #include using namespace hipsparse; using namespace hipsparse_test; template void testing_csru2csr_bad_arg(const Arguments& argus) { #if(!defined(CUDART_VERSION) || CUDART_VERSION < 13000) int m = 100; int n = 100; int nnz = 100; 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_csru2csr(new csru2csr_struct); csru2csrInfo_t info = unique_ptr_csru2csr->info; size_t bufferSize; 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(float) * safe_size), device_free}; auto buffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * safe_size), device_free}; int* csr_row_ptr = (int*)csr_row_ptr_managed.get(); int* csr_col_ind = (int*)csr_col_ind_managed.get(); float* csr_val = (float*)csr_val_managed.get(); void* buffer = (void*)buffer_managed.get(); // Testing csru2csr_bufferSizeExt for bad args #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking verify_hipsparse_status_invalid_handle(hipsparseXcsru2csr_bufferSizeExt( nullptr, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, info, &bufferSize)); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, (float*)nullptr, csr_row_ptr, csr_col_ind, info, &bufferSize), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, csr_val, nullptr, csr_col_ind, info, &bufferSize), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, csr_val, csr_row_ptr, nullptr, info, &bufferSize), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, nullptr, &bufferSize), "Error: info is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, info, nullptr), "Error: bufferSize is nullptr"); #endif verify_hipsparse_status_invalid_size( hipsparseXcsru2csr_bufferSizeExt( handle, -1, n, nnz, csr_val, csr_row_ptr, csr_col_ind, info, &bufferSize), "Error: m is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr_bufferSizeExt( handle, m, -1, nnz, csr_val, csr_row_ptr, csr_col_ind, info, &bufferSize), "Error: n is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr_bufferSizeExt( handle, m, n, -1, csr_val, csr_row_ptr, csr_col_ind, info, &bufferSize), "Error: nnz is invalid"); #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking for some parts verify_hipsparse_status_success( hipsparseXcsru2csr_bufferSizeExt( handle, 0, n, 0, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_success( hipsparseXcsru2csr_bufferSizeExt( handle, m, 0, 0, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr_bufferSizeExt( handle, 0, n, nnz, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Error: nnz is invalid"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr_bufferSizeExt( handle, 0, n, 0, (float*)nullptr, nullptr, nullptr, nullptr, nullptr), "Error: bufferSize is invalid"); #endif // Testing csru2csr for bad args #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking for some parts verify_hipsparse_status_invalid_handle(hipsparseXcsru2csr( nullptr, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer)); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr( handle, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, nullptr, buffer), "Error: info is nullptr"); #endif verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr( handle, m, n, nnz, nullptr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr( handle, m, n, nnz, descr, (float*)nullptr, csr_row_ptr, csr_col_ind, info, buffer), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr(handle, m, n, nnz, descr, csr_val, nullptr, csr_col_ind, info, buffer), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr(handle, m, n, nnz, descr, csr_val, csr_row_ptr, nullptr, info, buffer), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsru2csr( handle, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, nullptr), "Error: buffer is nullptr"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr( handle, -1, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: m is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr( handle, m, -1, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: n is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr( handle, m, n, -1, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: nnz is invalid"); #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking for some parts verify_hipsparse_status_success( hipsparseXcsru2csr( handle, 0, n, 0, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_success( hipsparseXcsru2csr( handle, m, 0, 0, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_invalid_size( hipsparseXcsru2csr( handle, 0, n, nnz, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Error: nnz is invalid"); #endif // Testing csr2csru for bad args #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking for some parts verify_hipsparse_status_invalid_handle(hipsparseXcsr2csru( nullptr, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer)); verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru( handle, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, nullptr, buffer), "Error: info is nullptr"); #endif verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru( handle, m, n, nnz, nullptr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru( handle, m, n, nnz, descr, (float*)nullptr, csr_row_ptr, csr_col_ind, info, buffer), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru(handle, m, n, nnz, descr, csr_val, nullptr, csr_col_ind, info, buffer), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru(handle, m, n, nnz, descr, csr_val, csr_row_ptr, nullptr, info, buffer), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsr2csru( handle, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, nullptr), "Error: buffer is nullptr"); verify_hipsparse_status_invalid_size( hipsparseXcsr2csru( handle, -1, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: m is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsr2csru( handle, m, -1, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: n is invalid"); verify_hipsparse_status_invalid_size( hipsparseXcsr2csru( handle, m, n, -1, descr, csr_val, csr_row_ptr, csr_col_ind, info, buffer), "Error: nnz is invalid"); #ifndef __HIP_PLATFORM_NVIDIA__ // cusparse seem to not have any error checking for some parts verify_hipsparse_status_success( hipsparseXcsr2csru( handle, 0, n, 0, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_success( hipsparseXcsr2csru( handle, m, 0, 0, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Success"); verify_hipsparse_status_invalid_size( hipsparseXcsr2csru( handle, 0, n, nnz, nullptr, (float*)nullptr, nullptr, nullptr, nullptr, &bufferSize), "Error: nnz is invalid"); #endif #endif } template void testing_csru2csr(Arguments argus) { #if(!defined(CUDART_VERSION) || CUDART_VERSION < 13000) int m = argus.M; int n = argus.N; hipsparseIndexBase_t idx_base = argus.baseA; std::string filename = argus.filename; // hipSPARSE handle 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; hipsparseSetMatIndexBase(descr, idx_base); std::unique_ptr unique_ptr_info(new csru2csr_struct); csru2csrInfo_t info = unique_ptr_info->info; srand(12345ULL); // Host structures std::vector hcsr_row_ptr; 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, hcsr_col_ind_gold, hcsr_val_gold, idx_base)); // Unsort CSR columns std::vector hperm(nnz); std::vector hcsr_col_ind_unsorted_gold(nnz); std::vector hcsr_val_unsorted_gold(nnz); hcsr_col_ind_unsorted_gold = hcsr_col_ind_gold; hcsr_val_unsorted_gold = hcsr_val_gold; for(int i = 0; i < m; ++i) { int row_begin = hcsr_row_ptr[i] - idx_base; int row_end = hcsr_row_ptr[i + 1] - idx_base; int row_nnz = row_end - row_begin; for(int j = row_begin; j < row_end; ++j) { int rng = row_begin + rand() % row_nnz; int temp_col = hcsr_col_ind_unsorted_gold[j] - idx_base; T temp_val = hcsr_val_unsorted_gold[j]; hcsr_col_ind_unsorted_gold[j] = hcsr_col_ind_unsorted_gold[rng]; hcsr_val_unsorted_gold[j] = hcsr_val_unsorted_gold[rng]; hcsr_col_ind_unsorted_gold[rng] = temp_col + idx_base; hcsr_val_unsorted_gold[rng] = temp_val; } } // 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.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy( dcsr_col_ind, hcsr_col_ind_unsorted_gold.data(), sizeof(int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR( hipMemcpy(dcsr_val, hcsr_val_unsorted_gold.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); // Obtain buffer size size_t buffer_size; CHECK_HIPSPARSE_ERROR(hipsparseXcsru2csr_bufferSizeExt( handle, m, n, nnz, dcsr_val, dcsr_row_ptr, dcsr_col_ind, info, &buffer_size)); // Allocate buffer on the device auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * buffer_size), device_free}; void* dbuffer = (void*)dbuffer_managed.get(); if(argus.unit_check) { // Sort CSR columns CHECK_HIPSPARSE_ERROR(hipsparseXcsru2csr( handle, m, n, nnz, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, info, dbuffer)); // Copy output from device to host std::vector hcsr_col_ind(nnz); std::vector hcsr_val(nnz); 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)); // Unsort CSR columns back to original state CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csru( handle, m, n, nnz, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, info, dbuffer)); // Copy output from device to host std::vector hcsr_col_ind_unsorted(nnz); std::vector hcsr_val_unsorted(nnz); CHECK_HIP_ERROR(hipMemcpy( hcsr_col_ind_unsorted.data(), dcsr_col_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hcsr_val_unsorted.data(), dcsr_val, sizeof(T) * nnz, hipMemcpyDeviceToHost)); // Unit check unit_check_general(1, nnz, 1, hcsr_col_ind.data(), hcsr_col_ind_gold.data()); unit_check_general(1, nnz, 1, hcsr_val.data(), hcsr_val_gold.data()); unit_check_general( 1, nnz, 1, hcsr_col_ind_unsorted.data(), hcsr_col_ind_unsorted_gold.data()); unit_check_general(1, nnz, 1, hcsr_val_unsorted.data(), hcsr_val_unsorted_gold.data()); } #endif } #endif // TESTING_CSRU2CSR_HPP