/*! \file */ /* ************************************************************************ * Copyright (C) 2019-2026 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_csrmv_bad_arg(const Arguments& arg) { static const size_t safe_size = 100; const T h_alpha = static_cast(1); const T h_beta = static_cast(1); // Create rocsparse handle rocsparse_local_handle local_handle; // Create matrix descriptor rocsparse_local_mat_descr local_descr; // Create matrix info rocsparse_local_mat_info local_info; rocsparse_handle handle = local_handle; rocsparse_operation trans = rocsparse_operation_none; rocsparse_int m = safe_size; rocsparse_int n = safe_size; rocsparse_int nnz = safe_size; const T* alpha_device_host = &h_alpha; const rocsparse_mat_descr descr = local_descr; const T* csr_val = (const T*)0x4; const rocsparse_int* csr_row_ptr = (const rocsparse_int*)0x4; const rocsparse_int* csr_col_ind = (const rocsparse_int*)0x4; rocsparse_mat_info info = local_info; const T* x = (const T*)0x4; const T* beta_device_host = &h_beta; T* y = (T*)0x4; #define PARAMS_ANALYSIS handle, trans, m, n, nnz, descr, csr_val, csr_row_ptr, csr_col_ind, info bad_arg_analysis(rocsparse_csrmv_analysis, PARAMS_ANALYSIS); #define PARAMS \ handle, trans, m, n, nnz, alpha_device_host, descr, csr_val, csr_row_ptr, csr_col_ind, info, \ x, beta_device_host, y { static constexpr int num_exclusions = 1; static constexpr int exclude_args[1] = {10}; select_bad_arg_analysis(rocsparse_csrmv, num_exclusions, exclude_args, PARAMS); } EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv_clear(nullptr, info), rocsparse_status_invalid_handle); EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv_clear(handle, nullptr), rocsparse_status_invalid_pointer); for(auto matrix_type : rocsparse_matrix_type_t::values) { if(matrix_type != rocsparse_matrix_type_general && matrix_type != rocsparse_matrix_type_symmetric && matrix_type != rocsparse_matrix_type_triangular) { CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, matrix_type)); EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv_analysis(PARAMS_ANALYSIS), rocsparse_status_not_implemented); EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv(PARAMS), rocsparse_status_not_implemented); } } CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_general)); CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, rocsparse_storage_mode_unsorted)); EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv_analysis(PARAMS_ANALYSIS), rocsparse_status_requires_sorted_storage); EXPECT_ROCSPARSE_STATUS(rocsparse_csrmv(PARAMS), rocsparse_status_requires_sorted_storage); #undef PARAMS_ANALYSIS #undef PARAMS } template void testing_csrmv(const Arguments& arg) { auto tol = get_near_check_tol(arg); rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_operation trans = arg.transA; rocsparse_index_base base = arg.baseA; rocsparse_matrix_type matrix_type = arg.matrix_type; rocsparse_fill_mode uplo = arg.uplo; rocsparse_spmv_alg alg = arg.spmv_alg; const bool call_stage_analysis = arg.call_stage_analysis; host_scalar h_alpha(arg.get_alpha()); host_scalar h_beta(arg.get_beta()); device_scalar d_alpha(h_alpha); device_scalar d_beta(h_beta); // Create rocsparse handle rocsparse_local_handle handle(arg); // Create matrix descriptor rocsparse_local_mat_descr descr; // Create matrix info rocsparse_local_mat_info info_ptr; rocsparse_mat_info info = (call_stage_analysis) ? ((alg == rocsparse_spmv_alg_csr_adaptive) ? info_ptr : nullptr) : nullptr; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); // Set matrix type CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, matrix_type)); // Set fill mode CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_fill_mode(descr, uplo)); #define PARAMS_ANALYSIS(A_) handle, trans, A_.m, A_.n, A_.nnz, descr, A_.val, A_.ptr, A_.ind, info #define PARAMS(alpha_, A_, x_, beta_, y_) \ handle, trans, A_.m, A_.n, A_.nnz, alpha_, descr, A_.val, A_.ptr, A_.ind, info, x_, beta_, y_ // Allocate host memory for matrix // Wavefront size int dev; CHECK_HIP_ERROR(hipGetDevice(&dev)); hipDeviceProp_t prop; CHECK_HIP_ERROR(hipGetDeviceProperties(&prop, dev)); const bool has_datafile = rocsparse_arguments_has_datafile(arg); bool to_int = false; to_int |= (prop.warpSize == 32); to_int |= (alg != rocsparse_spmv_alg_csr_rowsplit); to_int |= (trans != rocsparse_operation_none && has_datafile); to_int |= (matrix_type == rocsparse_matrix_type_symmetric && has_datafile); static constexpr bool full_rank = false; rocsparse_matrix_factory matrix_factory(arg, arg.unit_check ? to_int : false, full_rank); host_csr_matrix hA; matrix_factory.init_csr(hA, M, N); if(!to_int) { // normalize rocsparse_vector_utils::normalize(hA.val); } if((matrix_type == rocsparse_matrix_type_symmetric && M != N) || (matrix_type == rocsparse_matrix_type_triangular && M != N)) { return; } device_csr_matrix dA(hA); host_dense_matrix hx(trans == rocsparse_operation_none ? N : M, 1); rocsparse_matrix_utils::init_exact(hx); device_dense_matrix dx(hx); host_dense_matrix hy(trans == rocsparse_operation_none ? M : N, 1); rocsparse_matrix_utils::init_exact(hy); device_dense_matrix dy(hy); // If adaptive, run analysis step if(call_stage_analysis) { if(alg == rocsparse_spmv_alg_csr_adaptive) { CHECK_ROCSPARSE_ERROR(rocsparse_csrmv_analysis(PARAMS_ANALYSIS(dA))); } } if(arg.unit_check) { // Pointer mode host CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_csrmv(PARAMS(h_alpha, dA, dx, h_beta, dy))); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("Y pointer mode host", dy); } host_dense_matrix hy_copy(hy); host_csrmv(trans, M, N, hA.nnz, *h_alpha, hA.ptr, hA.ind, hA.val, hx, *h_beta, hy, base, matrix_type, alg, false); hy.near_check(dy, tol); dy = hy_copy; // Pointer mode device CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_csrmv(PARAMS(d_alpha, dA, dx, d_beta, dy))); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("Y pointer mode device", dy); } hy.near_check(dy, tol); } if(arg.timing) { CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); const double gpu_time_used = rocsparse_clients::run_benchmark( arg, rocsparse_csrmv, PARAMS(h_alpha, dA, dx, h_beta, dy)); double gflop_count = spmv_gflop_count(M, dA.nnz, *h_beta != static_cast(0)); double gbyte_count = csrmv_gbyte_count(M, N, dA.nnz, *h_beta != static_cast(0)); double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count); 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, dA.nnz, display_key_t::alpha, *h_alpha, display_key_t::beta, *h_beta, display_key_t::algorithm, ((alg == rocsparse_spmv_alg_csr_adaptive) ? "adaptive" : "stream"), display_key_t::gflops, gpu_gflops, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } if(info != nullptr) { CHECK_ROCSPARSE_ERROR(rocsparse_csrmv_clear(handle, info)); } } #define INSTANTIATE(TYPE) \ template void testing_csrmv_bad_arg(const Arguments& arg); \ template void testing_csrmv(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_csrmv_extra(const Arguments& arg) {}