/*! \file */ /* ************************************************************************ * Copyright (C) 2019-2025 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_ellmv_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; rocsparse_handle handle = local_handle; rocsparse_operation trans = rocsparse_operation_none; rocsparse_int m = safe_size; rocsparse_int n = safe_size; const T* alpha_device_host = &h_alpha; const rocsparse_mat_descr descr = local_descr; const T* ell_val = (const T*)0x4; const rocsparse_int* ell_col_ind = (const rocsparse_int*)0x4; rocsparse_int ell_width = safe_size; const T* x = (const T*)0x4; const T* beta_device_host = &h_beta; T* y = (T*)0x4; #define PARAMS \ handle, trans, m, n, alpha_device_host, descr, ell_val, ell_col_ind, ell_width, x, \ beta_device_host, y bad_arg_analysis(rocsparse_ellmv, PARAMS); for(auto matrix_type : rocsparse_matrix_type_t::values) { if(matrix_type != rocsparse_matrix_type_general) { CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, matrix_type)); EXPECT_ROCSPARSE_STATUS(rocsparse_ellmv(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_ellmv(PARAMS), rocsparse_status_requires_sorted_storage); #undef PARAMS } template void testing_ellmv(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_operation trans = arg.transA; rocsparse_index_base base = arg.baseA; 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; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); #define PARAMS(alpha_, A_, x_, beta_, y_) \ handle, trans, A_.m, A_.n, alpha_, descr, A_.val, A_.ind, A_.width, x_, beta_, y_ rocsparse_matrix_factory matrix_factory(arg); host_ell_matrix hA; matrix_factory.init_ell(hA, M, N, base); host_dense_matrix hx((trans == rocsparse_operation_none) ? N : M, 1); host_dense_matrix hy((trans == rocsparse_operation_none) ? M : N, 1); rocsparse_matrix_utils::init(hx); rocsparse_matrix_utils::init(hy); device_ell_matrix dA(hA); device_dense_matrix dx(hx), dy(hy); if(arg.unit_check) { // Pointer mode host CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_ellmv(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); // CPU ellmv host_ellmv( trans, hA.m, hA.n, *h_alpha, hA.ind, hA.val, hA.width, hx, *h_beta, hy, hA.base); hy.near_check(dy); dy = hy_copy; } // Pointer mode device CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_ellmv(PARAMS(d_alpha, dA, dx, d_beta, dy))); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("Y pointer mode device", dy); } hy.near_check(dy); } 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_ellmv, 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 = ellmv_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::ell_nnz, dA.nnz, display_key_t::ell_width, dA.width, display_key_t::alpha, *h_alpha, display_key_t::beta, *h_beta, display_key_t::gflops, gpu_gflops, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } } #define INSTANTIATE(TYPE) \ template void testing_ellmv_bad_arg(const Arguments& arg); \ template void testing_ellmv(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_ellmv_extra_319051(const Arguments& arg) { rocsparse_int M = 500000000; rocsparse_int N = 500000000; rocsparse_int width = 5; rocsparse_index_base base = rocsparse_index_base_zero; rocsparse_operation trans = rocsparse_operation_none; host_scalar h_alpha(1.0f); host_scalar h_beta(2.0f); device_scalar d_alpha(h_alpha); device_scalar d_beta(h_beta); // Create rocsparse handle rocsparse_local_handle handle; // Create matrix descriptor rocsparse_local_mat_descr descr; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); host_ell_matrix hA; hA.define(M, N, width, base); for(rocsparse_int i = 0; i < width; i++) { hA.ind[M * i + M - 1] = i; hA.val[M * i + M - 1] = i; } host_dense_matrix hx(N, 1); host_dense_matrix hy(M, 1); rocsparse_matrix_utils::init(hx); rocsparse_matrix_utils::init(hy); device_ell_matrix dA(hA); device_dense_matrix dx(hx), dy(hy); #define PARAMS(alpha_, A_, x_, beta_, y_) \ handle, trans, A_.m, A_.n, alpha_, descr, A_.val, A_.ind, A_.width, x_, beta_, y_ if(arg.unit_check) { // Pointer mode host CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(rocsparse_ellmv(PARAMS(h_alpha, dA, dx, h_beta, dy))); host_dense_matrix hy_copy(hy); // CPU ellmv host_ellmv( trans, hA.m, hA.n, *h_alpha, hA.ind, hA.val, hA.width, hx, *h_beta, hy, hA.base); hy.near_check(dy); dy = hy_copy; // Pointer mode device CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(rocsparse_ellmv(PARAMS(d_alpha, dA, dx, d_beta, dy))); hy.near_check(dy); } #undef PARAMS } void testing_ellmv_extra(const Arguments& arg) { testing_ellmv_extra_319051(arg); }