/*! \file */ /* ************************************************************************ * Copyright (C) 2020-2025 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 "testing.hpp" #include "rocsparse_enum.hpp" template void testing_bsrmv_bad_arg(const Arguments& arg) { static const size_t safe_size = 10; 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_direction dir = rocsparse_direction_column; rocsparse_operation trans = rocsparse_operation_none; rocsparse_int mb = safe_size; rocsparse_int nb = safe_size; rocsparse_int nnzb = safe_size; const T* alpha_device_host = (const T*)&h_alpha; const rocsparse_mat_descr descr = local_descr; const T* bsr_val = (const T*)0x4; const rocsparse_int* bsr_row_ptr = (const rocsparse_int*)0x4; const rocsparse_int* bsr_col_ind = (const rocsparse_int*)0x4; rocsparse_int block_dim = safe_size; rocsparse_mat_info info = local_info; const T* x = (const T*)0x4; const T* beta_device_host = (const T*)&h_beta; T* y = (T*)0x4; #define PARAMS_ANALYSIS \ handle, dir, trans, mb, nb, nnzb, descr, bsr_val, bsr_row_ptr, bsr_col_ind, block_dim, info bad_arg_analysis(rocsparse_bsrmv_analysis, PARAMS_ANALYSIS); #define PARAMS \ handle, dir, trans, mb, nb, nnzb, alpha_device_host, descr, bsr_val, bsr_row_ptr, bsr_col_ind, \ block_dim, info, x, beta_device_host, y { static constexpr int num_exclusions = 1; static constexpr int exclude_args[1] = {12}; select_bad_arg_analysis(rocsparse_bsrmv, num_exclusions, exclude_args, PARAMS); } EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv_clear(nullptr, info), rocsparse_status_invalid_handle); EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv_clear(handle, nullptr), rocsparse_status_invalid_pointer); 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_bsrmv_analysis(PARAMS_ANALYSIS), rocsparse_status_not_implemented); EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv(PARAMS), rocsparse_status_not_implemented); } } CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_general)); for(auto operation : rocsparse_operation_t::values) { if(operation != rocsparse_operation_none) { trans = operation; EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv_analysis(PARAMS_ANALYSIS), rocsparse_status_not_implemented); EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv(PARAMS), rocsparse_status_not_implemented); } } trans = rocsparse_operation_none; // block_dim == 0 block_dim = 0; EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv_analysis(PARAMS_ANALYSIS), rocsparse_status_invalid_size); EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv(PARAMS), rocsparse_status_invalid_size); block_dim = safe_size; #undef PARAMS_ANALYSIS #undef PARAMS // Additional tests for invalid zero matrices EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv_analysis(handle, dir, trans, mb, nb, nnzb, descr, nullptr, bsr_row_ptr, nullptr, block_dim, info), rocsparse_status_invalid_pointer); EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmv(handle, dir, trans, mb, nb, nnzb, alpha_device_host, descr, nullptr, bsr_row_ptr, nullptr, block_dim, info, x, beta_device_host, y), rocsparse_status_invalid_pointer); } template void testing_bsrmv(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_direction dir = arg.direction; rocsparse_operation trans = arg.transA; rocsparse_index_base base = arg.baseA; rocsparse_int block_dim = arg.block_dim; rocsparse_storage_mode storage = arg.storage; 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; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); // Set storage mode CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, storage)); // Create matrix info rocsparse_local_mat_info local_info; rocsparse_mat_info info = (call_stage_analysis) ? local_info : nullptr; // BSR dimensions rocsparse_int mb = (M + block_dim - 1) / block_dim; rocsparse_int nb = (N + block_dim - 1) / block_dim; #define PARAMS_ANALYSIS(A_) \ handle, A_.block_direction, trans, A_.mb, A_.nb, A_.nnzb, descr, A_.val, A_.ptr, A_.ind, \ A_.row_block_dim, info #define PARAMS(alpha_, A_, x_, beta_, y_) \ handle, A_.block_direction, trans, A_.mb, A_.nb, A_.nnzb, alpha_, descr, A_.val, A_.ptr, \ A_.ind, A_.row_block_dim, info, x_, beta_, y_ // Wavefront size int dev; CHECK_HIP_ERROR(hipGetDevice(&dev)); hipDeviceProp_t prop; CHECK_HIP_ERROR(hipGetDeviceProperties(&prop, dev)); bool type = (prop.warpSize == 32) ? (arg.timing ? false : true) : false; static constexpr bool full_rank = false; rocsparse_matrix_factory matrix_factory(arg, type, full_rank); // // Declare and initialize matrices. // host_gebsr_matrix hA(dir, mb, nb, 0, block_dim, block_dim, base); device_gebsr_matrix dA; if(strcmp(arg.category, "stress")) { matrix_factory.init_bsr(hA, dA, mb, nb, base); } else { rocsparse_int block_row_dim = arg.row_block_dimA; rocsparse_int block_col_dim = arg.col_block_dimA; matrix_factory.init_gebsr(hA, M, N, block_row_dim, block_col_dim, base); dA(hA); } mb = dA.mb; nb = dA.nb; M = dA.mb * dA.row_block_dim; N = dA.nb * dA.col_block_dim; host_dense_matrix hx(N, 1), hy(M, 1); rocsparse_matrix_utils::init(hx); rocsparse_matrix_utils::init(hy); device_dense_matrix dx(hx), dy(hy); // bsrmv_analysis (Optional) if(call_stage_analysis) { CHECK_ROCSPARSE_ERROR(rocsparse_bsrmv_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_bsrmv(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 bsrmv host_bsrmv(dir, trans, hA.mb, hA.nb, hA.nnzb, *h_alpha, hA.ptr, hA.ind, hA.val, hA.row_block_dim, hx, *h_beta, hy, base); hy.near_check(dy); dy = hy_copy; } CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_bsrmv(PARAMS(d_alpha, dA, dx, d_beta, dy))); hy.near_check(dy); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("Y pointer mode device", 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_bsrmv, PARAMS(h_alpha, dA, dx, h_beta, dy)); double gflop_count = spmv_gflop_count( M, dA.nnzb * dA.row_block_dim * dA.col_block_dim, *h_beta != static_cast(0)); double gbyte_count = bsrmv_gbyte_count( dA.mb, dA.nb, dA.nnzb, dA.row_block_dim, *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::bdim, dA.row_block_dim, display_key_t::bdir, rocsparse_direction2string(dA.block_direction), 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)); } #undef PARAMS_ANALYSIS #undef PARAMS } #define INSTANTIATE(TYPE) \ template void testing_bsrmv_bad_arg(const Arguments& arg); \ template void testing_bsrmv(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_bsrmv_extra(const Arguments& arg) {}