/* ************************************************************************ * Copyright (C) 2022-2025 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_enum.hpp" #include "testing.hpp" template void testing_check_matrix_coo_bad_arg(const Arguments& arg) { rocsparse_int m = 100; rocsparse_int n = 100; rocsparse_int nnz = 100; rocsparse_index_base idx_base = rocsparse_index_base_zero; rocsparse_matrix_type matrix_type = rocsparse_matrix_type_general; rocsparse_fill_mode uplo = rocsparse_fill_mode_lower; rocsparse_storage_mode storage = rocsparse_storage_mode_sorted; // Create rocsparse handle rocsparse_local_handle local_handle; rocsparse_handle handle = local_handle; // Allocate memory on device const rocsparse_int* coo_row_ind = (const rocsparse_int*)0x4; const rocsparse_int* coo_col_ind = (const rocsparse_int*)0x4; const T* coo_val = (const T*)0x4; void* temp_buffer = (void*)0x4; size_t* buffer_size = (size_t*)0x4; rocsparse_data_status* data_status = (rocsparse_data_status*)0x4; int nargs_to_exclude = 3; const int args_to_exclude[3] = {4, 5, 6}; #define PARAMS_BUFFER_SIZE \ handle, m, n, nnz, coo_val, coo_row_ind, coo_col_ind, idx_base, matrix_type, uplo, storage, \ buffer_size #define PARAMS \ handle, m, n, nnz, coo_val, coo_row_ind, coo_col_ind, idx_base, matrix_type, uplo, storage, \ data_status, temp_buffer select_bad_arg_analysis(rocsparse_check_matrix_coo_buffer_size, nargs_to_exclude, args_to_exclude, PARAMS_BUFFER_SIZE); select_bad_arg_analysis( rocsparse_check_matrix_coo, nargs_to_exclude, args_to_exclude, PARAMS); #undef PARAMS_BUFFER_SIZE #undef PARAMS } template void testing_check_matrix_coo(const Arguments& arg) { rocsparse_int m = arg.M; rocsparse_int n = arg.N; rocsparse_index_base base = arg.baseA; rocsparse_matrix_type matrix_type = arg.matrix_type; rocsparse_fill_mode uplo = arg.uplo; rocsparse_storage_mode storage = arg.storage; // Create rocsparse handle rocsparse_local_handle handle; rocsparse_matrix_factory matrix_factory(arg); // Allocate host memory for COO matrix host_vector hcoo_row_ind; host_vector hcoo_col_ind; host_vector hcoo_val; // Generate (or load from file) COO matrix int64_t coo_nnz; matrix_factory.init_coo(hcoo_row_ind, hcoo_col_ind, hcoo_val, m, n, coo_nnz, base); rocsparse_int nnz = rocsparse_convert_to_int(coo_nnz); // COO matrix on device device_vector dcoo_row_ind(hcoo_row_ind); device_vector dcoo_col_ind(hcoo_col_ind); device_vector dcoo_val(hcoo_val); size_t buffer_size; CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo_buffer_size(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &buffer_size)); void* dbuffer; CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, buffer_size)); rocsparse_data_status data_status; CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); CHECK_ROCSPARSE_DATA_ERROR(data_status); if(nnz > 1 && n > 1) { rocsparse_int temp; T temp_val; rocsparse_int rng; rocsparse_seedrand(); rng = random_generator_exact(1, nnz - 1); temp = hcoo_row_ind[rng]; // Check passing matrix with invalid row index set to number less than zero hcoo_row_ind[rng] = -1; dcoo_row_ind.transfer_from(hcoo_row_ind); CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index); // Restore row indices hcoo_row_ind[rng] = temp; dcoo_row_ind.transfer_from(hcoo_row_ind); rng = random_generator_exact(0, nnz - 1); temp = hcoo_col_ind[rng]; // Check passing matrix with column index set to number less than zero hcoo_col_ind[rng] = -1; dcoo_col_ind.transfer_from(hcoo_col_ind); CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index); // Restore row indices hcoo_col_ind[rng] = temp; dcoo_col_ind.transfer_from(hcoo_col_ind); // Check passing matrix with invalid fill if(matrix_type != rocsparse_matrix_type_general) { rocsparse_int index = random_generator_exact(1, nnz - 1); rocsparse_int row = hcoo_row_ind[index] - base; if(row > 0 && row < n - 1) { if(uplo == rocsparse_fill_mode_lower) { // Find index of last column in row while((index + 1) < nnz && row == (hcoo_row_ind[index + 1] - base)) { index++; } } else { // Find index of first column in row while((index - 1) >= 0 && row == (hcoo_row_ind[index - 1] - base)) { index--; } } temp = hcoo_col_ind[index]; hcoo_col_ind[index] = (uplo == rocsparse_fill_mode_lower) ? (n - 1 + base) : base; dcoo_col_ind.transfer_from(hcoo_col_ind); CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_fill); // Restore indices hcoo_col_ind[index] = temp; dcoo_col_ind.transfer_from(hcoo_col_ind); } } rng = random_generator_exact(0, nnz - 1); temp_val = hcoo_val[rng]; // Check passing matrix with inf value hcoo_val[rng] = rocsparse_inf(); dcoo_val.transfer_from(hcoo_val); CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_inf); // Check passing matrix with nan value hcoo_val[rng] = rocsparse_nan(); dcoo_val.transfer_from(hcoo_val); CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo(handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer)); EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_nan); // Restore indices hcoo_val[rng] = temp_val; dcoo_val.transfer_from(hcoo_val); } if(arg.timing) { const double gpu_time_used = rocsparse_clients::run_benchmark(arg, rocsparse_check_matrix_coo, handle, m, n, nnz, dcoo_val, dcoo_row_ind, dcoo_col_ind, base, matrix_type, uplo, storage, &data_status, dbuffer); double gbyte_count = check_matrix_coo_gbyte_count(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)); } CHECK_HIP_ERROR(rocsparse_hipFree(dbuffer)); } #define INSTANTIATE(TYPE) \ template void testing_check_matrix_coo_bad_arg(const Arguments& arg); \ template void testing_check_matrix_coo(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_check_matrix_coo_extra(const Arguments& arg) {}