/* ************************************************************************ * Copyright (C) 2018-2025 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_CSR2CSC_HPP #define TESTING_CSR2CSC_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_csr2csc_bad_arg(const Arguments& argus) { #if(!defined(CUDART_VERSION)) 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; 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}; auto csc_row_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto csc_col_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto csc_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(); int* csc_row_ind = (int*)csc_row_ind_managed.get(); int* csc_col_ptr = (int*)csc_col_ptr_managed.get(); T* csc_val = (T*)csc_val_managed.get(); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, csr_val, (int*)nullptr, csr_col_ind, csc_val, csc_row_ind, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csr_row_ptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, csr_val, csr_row_ptr, (int*)nullptr, csc_val, csc_row_ind, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csr_col_ind is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, (T*)nullptr, csr_row_ptr, csr_col_ind, csc_val, csc_row_ind, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csr_val is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, csc_val, (int*)nullptr, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csc_row_ind is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, csc_val, csc_row_ind, (int*)nullptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csc_col_ptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, (T*)nullptr, csc_row_ind, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO), "Error: csc_val is nullptr"); verify_hipsparse_status_invalid_handle(hipsparseXcsr2csc((hipsparseHandle_t) nullptr, m, n, nnz, csr_val, csr_row_ptr, csr_col_ind, csc_val, csc_row_ind, csc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO)); #endif } template void testing_csr2csc(Arguments argus) { #if(!defined(CUDART_VERSION) || CUDART_VERSION < 11000) int m = argus.M; int n = argus.N; hipsparseIndexBase_t idx_base = argus.baseA; hipsparseAction_t action = argus.action; std::string filename = argus.filename; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; srand(12345ULL); // Host structures std::vector hcsr_row_ptr; std::vector hcsr_col_ind; std::vector hcsr_val; // 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, hcsr_val, 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}; auto dcsc_row_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free}; auto dcsc_col_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (n + 1)), device_free}; auto dcsc_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(); int* dcsc_row_ind = (int*)dcsc_row_ind_managed.get(); int* dcsc_col_ptr = (int*)dcsc_col_ptr_managed.get(); T* dcsc_val = (T*)dcsc_val_managed.get(); // Reset CSC arrays CHECK_HIP_ERROR(hipMemset(dcsc_row_ind, 0, sizeof(int) * nnz)); CHECK_HIP_ERROR(hipMemset(dcsc_col_ptr, 0, sizeof(int) * (n + 1))); CHECK_HIP_ERROR(hipMemset(dcsc_val, 0, sizeof(T) * nnz)); // 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.data(), sizeof(int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); if(argus.unit_check) { CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csc(handle, m, n, nnz, dcsr_val, dcsr_row_ptr, dcsr_col_ind, dcsc_val, dcsc_row_ind, dcsc_col_ptr, action, idx_base)); // Copy output from device to host std::vector hcsc_row_ind(nnz); std::vector hcsc_col_ptr(n + 1); std::vector hcsc_val(nnz); CHECK_HIP_ERROR( hipMemcpy(hcsc_row_ind.data(), dcsc_row_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy( hcsc_col_ptr.data(), dcsc_col_ptr, sizeof(int) * (n + 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hcsc_val.data(), dcsc_val, sizeof(T) * nnz, hipMemcpyDeviceToHost)); // Host csr2csc conversion std::vector hcsc_row_ind_gold(nnz); std::vector hcsc_col_ptr_gold(n + 1); std::vector hcsc_val_gold(nnz); host_csr2csc(m, n, nnz, hcsr_row_ptr.data(), hcsr_col_ind.data(), hcsr_val.data(), hcsc_col_ptr_gold.data(), hcsc_row_ind_gold.data(), hcsc_val_gold.data(), idx_base); // Unit check unit_check_general(1, nnz, 1, hcsc_row_ind_gold.data(), hcsc_row_ind.data()); unit_check_general(1, n + 1, 1, hcsc_col_ptr_gold.data(), hcsc_col_ptr.data()); // If action == HIPSPARSE_ACTION_NUMERIC also check values if(action == HIPSPARSE_ACTION_NUMERIC) { unit_check_general(1, nnz, 1, hcsc_val_gold.data(), hcsc_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(hipsparseXcsr2csc(handle, m, n, nnz, dcsr_val, dcsr_row_ptr, dcsr_col_ind, dcsc_val, dcsc_row_ind, dcsc_col_ptr, action, idx_base)); } double gpu_time_used = get_time_us(); // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csc(handle, m, n, nnz, dcsr_val, dcsr_row_ptr, dcsr_col_ind, dcsc_val, dcsc_row_ind, dcsc_col_ptr, action, idx_base)); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; double gbyte_count = csr2csc_gbyte_count(m, n, nnz, action); 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::action, hipsparse_action2string(action), display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } #endif } #endif // TESTING_CSR2CSC_HPP